Overview

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## chr (4): dataset, model, crossvalidation, run_id
## dbl (2): f1_macro, n_cells
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## Rows: 3745 Columns: 18
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## chr  (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (12): population_id, f1, precision, recall, accuracy, support, n_cells, ...
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## Rows: 335 Columns: 15
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## Delimiter: "\t"
## chr  (4): dataset, model, crossvalidation, run_id
## dbl (11): n_cells, f1_macro, precision_macro, recall_macro, accuracy, mcc, p...
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## Rows: 795 Columns: 11
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## chr (4): dataset, model, population_name, population
## dbl (7): population_id, median_f1, mean_f1, median_precision, median_recall,...
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## Rows: 795 Columns: 10
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## Delimiter: "\t"
## chr (4): dataset, model, population_name, population
## dbl (6): population_id, f1_mean, f1_sd, precision_sd, recall_sd, n_runs
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## Rows: 3745 Columns: 15
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## chr (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (9): population_id, tp, fp, fn, tn, tpr, fpr, fnr, tnr
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## Rows: 1052 Columns: 12
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## chr (5): dataset, model, crossvalidation, run_id, rare_bucket
## dbl (7): n_populations, median_f1, median_precision, median_recall, total_su...
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## Rows: 335 Columns: 11
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: "\t"
## chr (4): dataset, model, crossvalidation, run_id
## dbl (7): n_cells, n_populations, min_support, median_support, max_support, i...
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## Rows: 1675 Columns: 15
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## Delimiter: "\t"
## chr (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (9): population_id, tp, fp, fn, tn, tpr, fpr, fnr, tnr
## 
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## Rows: 1675 Columns: 15
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: "\t"
## chr (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (9): population_id, tp, fp, fn, tn, tpr, fpr, fnr, tnr
## 
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datasets models crossvalidations
14 5 5

Macro F1 By Crossvalidation

dataset model crossvalidation run_id f1_macro n_cells
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 0.7335157 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 0.7236484 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 0.7110246 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 0.6873069 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 0.7403914 2800058
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 0.5639236 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 0.5683277 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 0.6151291 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 0.6332996 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 0.5965553 2800058
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 0.6657335 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 0.6554023 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 0.6476334 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 0.5963650 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 0.6759056 2800058
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 0.5256384 2383256
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 0.4716934 2354472
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 0.5132019 2533024
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 0.4849242 2351465
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 0.5187829 2296980
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 0.0318165 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 0.0299514 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 0.0362830 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 0.0339380 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 0.0340263 2800058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 0.9788134 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 0.9859515 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 0.9824110 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 0.9848622 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 0.9882682 1404771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 0.8986466 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 0.7938851 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 0.7593856 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 0.8815315 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 0.9189665 1404771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 0.8290010 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 0.9310366 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 0.9418936 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 0.9441187 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 0.8215030 1404771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 0.8381507 1474730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 0.7953271 1277454
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 0.7708132 1336985
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 0.7797132 1366285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 0.8314157 1306981
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 0.1489132 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 0.1483342 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 0.1472247 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 0.1460036 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 0.1501866 1404771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 0.8566528 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 0.8218712 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 0.8980003 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 0.9376500 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 0.8965680 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 0.9027061 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 0.9115904 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 0.7670030 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 0.8175273 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 0.7771699 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 0.5493028 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 0.5309693 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 0.4805324 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 0.5267265 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 0.6134078 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 0.8120685 1394134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 0.7936460 1381663
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 0.7765677 1295398
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 0.7586627 1364702
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 0.7684477 1348638
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 0.1490982 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 0.1523393 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 0.1483304 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 0.1461831 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 0.1470831 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 0.9658238 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 0.9625982 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 0.9524187 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 0.9709401 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 0.9683430 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 0.9145930 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 0.7798418 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 0.8110994 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 0.8791674 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 0.8031579 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 0.2058241 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 0.7731479 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 0.8092724 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 0.7445689 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 0.7458174 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 0.8351245 1487478
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 0.8010661 1378493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 0.7951720 1286106
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 0.7774944 1368039
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 0.7784796 1343879
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 0.1489268 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 0.1521661 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 0.1485226 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 0.1462466 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 0.1465119 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 0.9765047 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 0.9779889 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 0.9815454 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 0.9795473 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 0.9785476 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 0.9019371 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 0.7696015 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 0.7934737 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 0.8814082 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 0.7620848 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 0.8305671 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 0.7834311 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 0.8239533 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 0.8880271 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 0.8575432 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 0.8408636 1473864
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 0.8042446 1394404
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 0.8042969 1266355
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 0.7839255 1365149
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 0.7658649 1334086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 0.1494632 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 0.1519477 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 0.1482397 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 0.1459001 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 0.1470069 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 0.9558620 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 0.9549657 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 0.9401974 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 0.9633213 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 0.9638206 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 0.8886656 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 0.7926550 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 0.8224213 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 0.8388037 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 0.7678177 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 0.6752965 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 0.7265996 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 0.7458810 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 0.7311448 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 0.7690524 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 0.8312807 1489534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 0.8010608 1391385
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 0.7810091 1290216
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 0.7881468 1368401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 0.7620424 1345568
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 0.1496944 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 0.1519613 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 0.1485226 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 0.1464104 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 0.1469130 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 0.9754012 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 0.9731355 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 0.9788173 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 0.9772292 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 0.9765843 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 0.9122057 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 0.7758421 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 0.7918555 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 0.8782450 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 0.7603026 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 0.8217434 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 0.7954943 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 0.7045831 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 0.8021381 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 0.8265874 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 0.8435467 1477008
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 0.8013905 1379095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 0.8038351 1269959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 0.7777388 1366113
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 0.7688201 1332954
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 0.1492524 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 0.1517957 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 0.1485025 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 0.1461491 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 0.1468418 1408466
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 0.9809393 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 0.9700911 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 0.9735910 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 0.9829736 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 0.9811729 3978798
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 0.9240166 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 0.7943406 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 0.7657644 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 0.8310547 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 0.7708651 3978798
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 0.9085824 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 0.7755891 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 0.8922147 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 0.8762547 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 0.8386599 3978798
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 0.7861955 3615263
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 0.7968994 3828528
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 0.8005984 3629528
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 0.8011500 3718230
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 0.7508270 3792755
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 0.1474418 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 0.1471226 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 0.1481222 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 0.1469698 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 0.1473988 3978798
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 0.9136516 16665728
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 0.9009517 16671781
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 0.9535125 16028386
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 0.9866685 16163956
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 0.9912529 16114380
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 0.7217944 16665728
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 0.7266079 16671781
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 0.7162580 16028386
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 0.7061585 16163956
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 0.7288843 16114380
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 0.8413617 16665728
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 0.8616412 16671781
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 0.9351627 16028386
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 0.9065616 16163956
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 0.9375011 16114380
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 0.7565899 16462252
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 0.7936174 16524341
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 0.7996602 15872550
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 0.7990147 15982233
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 0.8074728 15956885
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 0.0168025 16665728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 0.0159087 16671781
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 0.0159825 16028386
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 0.0159414 16163956
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 0.0159446 16114380
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 0.7383163 2081532
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 0.2078558 2685462
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 0.5596049 2270533
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 0.5280073 1978191
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 0.5592067 2268895
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 0.4700177 2081532
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 0.5473293 2685462
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 0.4836344 2270533
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 0.4947445 1978191
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 0.4325644 2268895
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 0.5938945 2081532
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 0.6408273 2685462
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 0.6479745 2270533
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 0.6368921 1978191
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 0.6707831 2268895
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 0.4845622 2012393
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 0.2061317 2415596
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 0.5250449 2114321
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 0.5020299 1876635
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 0.5294942 2175037
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 0.0977405 2081532
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 0.1069218 2685462
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 0.1060705 2270533
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 0.1066099 1978191
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 0.1162908 2268895
dataset_name-Levine_seed-42 cyanno num-1 run0 0.1551406 191351
dataset_name-Levine_seed-42 cyanno num-2 run0 0.2927791 74276
dataset_name-Levine_seed-42 cygate num-1 run0 0.4359614 191351
dataset_name-Levine_seed-42 cygate num-2 run0 0.5194523 74276
dataset_name-Levine_seed-42 dgcytof num-1 run0 0.1992219 191351
dataset_name-Levine_seed-42 dgcytof num-2 run0 0.3782131 74276
dataset_name-Levine_seed-42 lda num-1 run0 0.3528812 150932
dataset_name-Levine_seed-42 lda num-2 run0 0.4239944 53148
dataset_name-Levine_seed-42 random num-1 run0 0.0348132 191351
dataset_name-Levine_seed-42 random num-2 run0 0.0376753 74276
dataset_name-Samusik_seed-42 cyanno num-1 run0 0.6942978 755903
dataset_name-Samusik_seed-42 cyanno num-2 run0 0.7216283 760931
dataset_name-Samusik_seed-42 cyanno num-3 run0 0.7314594 757088
dataset_name-Samusik_seed-42 cyanno num-4 run0 0.7214991 758138
dataset_name-Samusik_seed-42 cyanno num-5 run0 0.6850932 764362
dataset_name-Samusik_seed-42 cygate num-1 run0 0.5796760 755903
dataset_name-Samusik_seed-42 cygate num-2 run0 0.5903723 760931
dataset_name-Samusik_seed-42 cygate num-3 run0 0.5833642 757088
dataset_name-Samusik_seed-42 cygate num-4 run0 0.5808223 758138
dataset_name-Samusik_seed-42 cygate num-5 run0 0.6053206 764362
dataset_name-Samusik_seed-42 dgcytof num-1 run0 0.7491808 755903
dataset_name-Samusik_seed-42 dgcytof num-2 run0 0.7589438 760931
dataset_name-Samusik_seed-42 dgcytof num-3 run0 0.7774216 757088
dataset_name-Samusik_seed-42 dgcytof num-4 run0 0.7159266 758138
dataset_name-Samusik_seed-42 dgcytof num-5 run0 0.7470042 764362
dataset_name-Samusik_seed-42 lda num-1 run0 0.5154642 574278
dataset_name-Samusik_seed-42 lda num-2 run0 0.4877641 538304
dataset_name-Samusik_seed-42 lda num-3 run0 0.5091661 529381
dataset_name-Samusik_seed-42 lda num-4 run0 0.5095018 507040
dataset_name-Samusik_seed-42 lda num-5 run0 0.5331876 550251
dataset_name-Samusik_seed-42 random num-1 run0 0.0216813 755903
dataset_name-Samusik_seed-42 random num-2 run0 0.0219292 760931
dataset_name-Samusik_seed-42 random num-3 run0 0.0220319 757088
dataset_name-Samusik_seed-42 random num-4 run0 0.0216870 758138
dataset_name-Samusik_seed-42 random num-5 run0 0.0220622 764362
dataset_name-Transformed_seed-42 cyanno num-1 run0 0.8220793 165885
dataset_name-Transformed_seed-42 cyanno num-2 run0 0.8826734 160829
dataset_name-Transformed_seed-42 cyanno num-3 run0 0.8710527 163357
dataset_name-Transformed_seed-42 cyanno num-4 run0 0.8466264 163801
dataset_name-Transformed_seed-42 cyanno num-5 run0 0.8593084 161138
dataset_name-Transformed_seed-42 cygate num-1 run0 0.7601599 165885
dataset_name-Transformed_seed-42 cygate num-2 run0 0.7743864 160829
dataset_name-Transformed_seed-42 cygate num-3 run0 0.7786521 163357
dataset_name-Transformed_seed-42 cygate num-4 run0 0.7997721 163801
dataset_name-Transformed_seed-42 cygate num-5 run0 0.7901105 161138
dataset_name-Transformed_seed-42 dgcytof num-1 run0 0.7917220 165885
dataset_name-Transformed_seed-42 dgcytof num-2 run0 0.8318620 160829
dataset_name-Transformed_seed-42 dgcytof num-3 run0 0.8188228 163357
dataset_name-Transformed_seed-42 dgcytof num-4 run0 0.7555598 163801
dataset_name-Transformed_seed-42 dgcytof num-5 run0 0.8322183 161138
dataset_name-Transformed_seed-42 lda num-1 run0 0.7058419 62691
dataset_name-Transformed_seed-42 lda num-2 run0 0.7224529 109307
dataset_name-Transformed_seed-42 lda num-3 run0 0.6994181 56914
dataset_name-Transformed_seed-42 lda num-4 run0 0.7086492 92497
dataset_name-Transformed_seed-42 lda num-5 run0 0.6715961 110391
dataset_name-Transformed_seed-42 random num-1 run0 0.0950935 165885
dataset_name-Transformed_seed-42 random num-2 run0 0.0958246 160829
dataset_name-Transformed_seed-42 random num-3 run0 0.0947444 163357
dataset_name-Transformed_seed-42 random num-4 run0 0.0944542 163801
dataset_name-Transformed_seed-42 random num-5 run0 0.0952030 161138
dataset_name-flowcyt_seed-42 cyanno num-1 run0 0.7349690 21044883
dataset_name-flowcyt_seed-42 cyanno num-2 run0 0.7602479 20254822
dataset_name-flowcyt_seed-42 cyanno num-3 run0 0.8273371 20817600
dataset_name-flowcyt_seed-42 cyanno num-4 run0 0.8334212 20273915
dataset_name-flowcyt_seed-42 cyanno num-5 run0 0.8430575 20668387
dataset_name-flowcyt_seed-42 cygate num-1 run0 0.4349081 21044883
dataset_name-flowcyt_seed-42 cygate num-2 run0 0.4872490 20254822
dataset_name-flowcyt_seed-42 cygate num-3 run0 0.3978878 20817600
dataset_name-flowcyt_seed-42 cygate num-4 run0 0.4468869 20273915
dataset_name-flowcyt_seed-42 cygate num-5 run0 0.5184405 20668387
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 0.6267891 21044883
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 0.4778355 20254822
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 0.4777412 20817600
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 0.4778178 20273915
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 0.6853116 20668387
dataset_name-flowcyt_seed-42 lda num-1 run0 0.6501860 20333767
dataset_name-flowcyt_seed-42 lda num-2 run0 0.6010731 19937763
dataset_name-flowcyt_seed-42 lda num-3 run0 0.6537476 20554679
dataset_name-flowcyt_seed-42 lda num-4 run0 0.6623581 19931427
dataset_name-flowcyt_seed-42 lda num-5 run0 0.6299401 20343658
dataset_name-flowcyt_seed-42 random num-1 run0 0.0730950 21044883
dataset_name-flowcyt_seed-42 random num-2 run0 0.0733799 20254822
dataset_name-flowcyt_seed-42 random num-3 run0 0.0733731 20817600
dataset_name-flowcyt_seed-42 random num-4 run0 0.0732508 20273915
dataset_name-flowcyt_seed-42 random num-5 run0 0.0728322 20668387

Per-population Metrics By Crossvalidation

dataset model crossvalidation run_id population_id population_name population f1 precision recall accuracy support n_cells support_fraction tp fp fn tn
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8826597 0.8597185 0.9068588 0.9068588 110209 2828901 0.0389582 99944 16308 10265 2702384
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.8640520 0.8604022 0.8677330 0.8677330 39201 2828901 0.0138573 34016 5519 5185 2784181
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7792235 0.8406667 0.7261501 0.7261501 15629 2828901 0.0055248 11349 2151 4280 2811121
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 4 Basophil Basophil 0.7561644 0.8027145 0.7147173 0.7147173 2317 2828901 0.0008190 1656 407 661 2826177
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6736718 0.6263703 0.7287009 0.7287009 186698 2828901 0.0659967 136047 81152 50651 2561051
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7103006 0.8492899 0.6104055 0.6104055 197223 2828901 0.0697172 120386 21363 76837 2610315
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.4466782 0.4486494 0.4447243 0.4447243 7544 2828901 0.0026668 3355 4123 4189 2817234
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7118260 0.8432815 0.6158274 0.6158274 33701 2828901 0.0119131 20754 3857 12947 2791343
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7621899 0.6945558 0.8444172 0.8444172 207118 2828901 0.0732150 174894 76913 32224 2544870
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7325250 0.8553552 0.6405422 0.6405422 53998 2828901 0.0190880 34588 5849 19410 2769054
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8897785 0.9484132 0.8379718 0.8379718 166829 2828901 0.0589731 139798 7604 27031 2654468
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7214577 0.6113230 0.8799958 0.8799958 28774 2828901 0.0101714 25321 16099 3453 2784028
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4722088 0.8654022 0.3246878 0.3246878 40753 2828901 0.0144059 13232 2058 27521 2786090
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.6293715 0.5770826 0.6920801 0.6920801 7437 2828901 0.0026289 5147 3772 2290 2817692
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9134405 0.9484017 0.8809652 0.8809652 173067 2828901 0.0611782 152466 8295 20601 2647539
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2570010 0.4121358 0.1867175 0.1867175 7348 2828901 0.0025975 1372 1957 5976 2819596
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6731523 0.5681724 0.8257185 0.8257185 100768 2828901 0.0356209 83206 63239 17562 2664894
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9378171 0.9828096 0.8967638 0.8967638 682164 2828901 0.2411410 611740 10700 70424 2136037
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5883927 0.4468657 0.8611173 0.8611173 26814 2828901 0.0094786 23090 28581 3724 2773506
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9151142 0.8827149 0.9499825 0.9499825 211586 2828901 0.0747944 201003 26707 10583 2590608
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.8000968 0.7535270 0.8528021 0.8528021 69770 2828901 0.0246633 59500 19462 10270 2739669
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9548025 0.9209409 0.9912492 0.9912492 31083 2828901 0.0109877 30811 2645 272 2795173
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 25 Ungated Ungated 0.7989352 0.7883908 0.8097655 0.8097655 424944 2828901 0.1502152 344105 92360 80839 2311597
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8918523 0.8840868 0.8997554 0.8997554 109971 2768169 0.0397270 98947 12973 11024 2645225
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.8087369 0.6973224 0.9625239 0.9625239 38718 2768169 0.0139869 37267 16176 1451 2713275
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7169065 0.7868339 0.6583939 0.6583939 14868 2768169 0.0053711 9789 2652 5079 2750649
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 4 Basophil Basophil 0.7543891 0.6172986 0.9697534 0.9697534 2149 2768169 0.0007763 2084 1292 65 2764728
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7323937 0.5871367 0.9731499 0.9731499 181489 2768169 0.0655628 176616 124193 4873 2462487
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5847177 0.9605002 0.4202864 0.4202864 198103 2768169 0.0715646 83260 3424 114843 2566642
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3920722 0.3603036 0.4299847 0.4299847 7177 2768169 0.0025927 3086 5479 4091 2755513
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5957642 0.7472654 0.4953388 0.4953388 32824 2768169 0.0118577 16259 5499 16565 2729846
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7365888 0.7045020 0.7717379 0.7717379 206460 2768169 0.0745836 159333 66831 47127 2494878
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6745643 0.9847739 0.5129743 0.5129743 53837 2768169 0.0194486 27617 427 26220 2713905
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8975543 0.9423295 0.8568411 0.8568411 164726 2768169 0.0595072 141144 8638 23582 2594805
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7852323 0.8006196 0.7704253 0.7704253 28849 2768169 0.0104217 22226 5535 6623 2733785
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5846896 0.9002255 0.4329407 0.4329407 40576 2768169 0.0146581 17567 1947 23009 2725646
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.6727833 0.7182430 0.6327356 0.6327356 7417 2768169 0.0026794 4693 1841 2724 2758911
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9337823 0.9451798 0.9226564 0.9226564 172516 2768169 0.0623213 159173 9232 13343 2586421
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0040118 1.0000000 0.0020099 0.0020099 7463 2768169 0.0026960 15 0 7448 2760706
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 406 2768169 0.0001467 0 0 406 2767763
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7514590 0.8042296 0.7051871 0.7051871 98147 2768169 0.0354556 69212 16848 28935 2653174
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9609734 0.9757474 0.9466402 0.9466402 660160 2768169 0.2384825 624934 15533 35226 2092476
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) NA NA 0.0000000 0.0000000 27419 2768169 0.0099051 0 0 27419 2740750
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9177040 0.8728491 0.9674187 0.9674187 201189 2768169 0.0726794 194634 28353 6555 2538627
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7971960 0.8048788 0.7896586 0.7896586 66896 2768169 0.0241662 52825 12806 14071 2688467
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9535366 0.9141052 0.9965233 0.9965233 30201 2768169 0.0109101 30096 2828 105 2735140
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 25 Ungated Ungated 0.7733572 0.7094881 0.8498631 0.8498631 413143 2768169 0.1492478 351115 143770 62028 2211256
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8507876 0.8077023 0.8987286 0.8987286 111058 2830864 0.0392311 99811 23763 11247 2696043
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.8348430 0.7556592 0.9325641 0.9325641 39089 2830864 0.0138082 36453 11787 2636 2779988
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.8094486 0.7505800 0.8783373 0.8783373 15469 2830864 0.0054644 13587 4515 1882 2810880
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6870313 0.6796596 0.6945645 0.6945645 198952 2830864 0.0702796 138185 65130 60767 2566782
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3854632 0.2937053 0.5606041 0.5606041 7549 2830864 0.0026667 4232 10177 3317 2813138
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7085686 0.6383074 0.7962109 0.7962109 34045 2830864 0.0120264 27107 15360 6938 2781459
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6910371 0.5310317 0.9890476 0.9890476 208265 2830864 0.0735694 205984 181910 2281 2440689
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6362399 0.7441912 0.5556395 0.5556395 54242 2830864 0.0191609 30139 10360 24103 2766262
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7263707 0.5944927 0.9334379 0.9334379 165094 2830864 0.0583193 154105 105116 10989 2560654
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5642416 0.6406673 0.5041064 0.5041064 29101 2830864 0.0102799 14670 8228 14431 2793535
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4794550 0.7485331 0.3526769 0.3526769 40513 2830864 0.0143112 14288 4800 26225 2785551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5110305 0.5536164 0.4745283 0.4745283 7420 2830864 0.0026211 3521 2839 3899 2820605
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.6779099 0.9779322 0.5187586 0.5187586 173840 2830864 0.0614088 90181 2035 83659 2654989
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7754199 0.7090043 0.8555645 0.8555645 100197 2830864 0.0353945 85725 35184 14472 2695483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9640697 0.9685151 0.9596650 0.9596650 679484 2830864 0.2400271 652077 21198 27407 2130182
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.6702081 0.6440601 0.6985691 0.6985691 26278 2830864 0.0092827 18357 10145 7921 2794441
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8881133 0.8105280 0.9821241 0.9821241 211682 2830864 0.0747765 207898 48599 3784 2570583
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6018312 0.9430914 0.4419209 0.4419209 70800 2830864 0.0250100 31288 1888 39512 2758176
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9521502 0.9134052 0.9943279 0.9943279 31029 2830864 0.0109610 30853 2925 176 2796910
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 25 Ungated Ungated 0.8062731 0.8240225 0.7892723 0.7892723 424339 2830864 0.1498973 334919 71525 89420 2335000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8945771 0.9050516 0.8843423 0.8843423 108994 2817387 0.0386862 96388 10112 12606 2698281
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.9010535 0.9111804 0.8911492 0.8911492 38392 2817387 0.0136268 34213 3335 4179 2775660
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7327746 0.7809417 0.6902041 0.6902041 15139 2817387 0.0053734 10449 2931 4690 2799317
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7576152 0.6350598 0.9387840 0.9387840 196305 2817387 0.0696763 184288 105902 12017 2515180
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.4784374 0.4643974 0.4933528 0.4933528 7522 2817387 0.0026698 3711 4280 3811 2805585
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7403505 0.6053001 0.9529707 0.9529707 33915 2817387 0.0120377 32320 21075 1595 2762397
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7573311 0.6739698 0.8642244 0.8642244 206554 2817387 0.0733140 178509 86353 28045 2524480
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7116311 0.5925898 0.8905218 0.8905218 53755 2817387 0.0190797 47870 32911 5885 2730721
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6167509 0.4503794 0.9780428 0.9780428 167007 2817387 0.0592773 163340 199332 3667 2451048
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.4880911 0.7366292 0.3649554 0.3649554 28946 2817387 0.0102741 10564 3777 18382 2784664
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4319974 0.4792699 0.3932130 0.3932130 37130 2817387 0.0131789 14600 15863 22530 2764394
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4093305 0.7108475 0.2874178 0.2874178 7296 2817387 0.0025896 2097 853 5199 2809238
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.5644927 0.9270479 0.4057929 0.4057929 171797 2817387 0.0609774 69714 5486 102083 2640104
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3244744 0.3922133 0.2766879 0.2766879 7391 2817387 0.0026234 2045 3169 5346 2806827
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7859018 0.8080256 0.7649572 0.7649572 100186 2817387 0.0355599 76638 18208 23548 2698993
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9669789 0.9588598 0.9752367 0.9752367 678706 2817387 0.2408991 661899 28399 16807 2110282
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5794438 0.7176854 0.4858572 0.4858572 27187 2817387 0.0096497 13209 5196 13978 2785004
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9018794 0.8727499 0.9330205 0.9330205 211647 2817387 0.0751217 197471 28792 14176 2576948
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6978083 0.9302851 0.5582920 0.5582920 70773 2817387 0.0251201 39512 2961 31261 2743653
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9541273 0.9196423 0.9912993 0.9912993 30917 2817387 0.0109736 30648 2678 269 2783792
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 25 Ungated Ungated 0.7383989 0.7954839 0.6889583 0.6889583 422924 2817387 0.1501121 291377 74912 131547 2319551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8884593 0.8829816 0.8940055 0.8940055 110534 2800058 0.0394756 98818 13096 11716 2676428
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.8725020 0.8569308 0.8886495 0.8886495 38985 2800058 0.0139229 34644 5784 4341 2755289
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7660786 0.8359227 0.7070060 0.7070060 15601 2800058 0.0055717 11030 2165 4571 2782292
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7371253 0.6157794 0.9180336 0.9180336 186247 2800058 0.0665154 170981 106685 15266 2507126
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6947407 0.6511167 0.7446299 0.7446299 199158 2800058 0.0711264 148299 79462 50859 2521438
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1149856 0.8932039 0.0614480 0.0614480 7486 2800058 0.0026735 460 55 7026 2792517
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7010755 0.7082065 0.6940867 0.6940867 33856 2800058 0.0120912 23499 9682 10357 2756520
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6372125 0.9447629 0.4807222 0.4807222 208815 2800058 0.0745752 100382 5869 108433 2585374
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7397748 0.8908821 0.6324941 0.6324941 54176 2800058 0.0193482 34266 4197 19910 2741685
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8984057 0.9085556 0.8884802 0.8884802 164464 2800058 0.0587359 146123 14707 18341 2620887
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7286488 0.6820283 0.7821105 0.7821105 29235 2800058 0.0104409 22865 10660 6370 2760163
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.6058479 0.7132274 0.5265704 0.5265704 38031 2800058 0.0135822 20026 8052 18005 2753975
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5880133 0.5566139 0.6231672 0.6231672 7502 2800058 0.0026792 4675 3724 2827 2788832
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9130982 0.9681836 0.8639436 0.8639436 172943 2800058 0.0617641 149413 4910 23530 2622205
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA 0.0000000 0.0000000 0.0000000 7480 2800058 0.0026714 0 4 7480 2792574
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7725075 0.7445789 0.8026129 0.8026129 98740 2800058 0.0352636 79250 27186 19490 2674132
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9662702 0.9492721 0.9838882 0.9838882 672490 2800058 0.2401700 661655 35358 10835 2092210
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5697355 0.8201678 0.4364643 0.4364643 27095 2800058 0.0096766 11826 2593 15269 2770370
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9023805 0.8513487 0.9599205 0.9599205 208760 2800058 0.0745556 200393 34990 8367 2556308
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6798139 0.9405135 0.5322736 0.5322736 70398 2800058 0.0251416 37471 2370 32927 2727290
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9529946 0.9226935 0.9853534 0.9853534 30997 2800058 0.0110701 30543 2559 454 2766502
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 25 Ungated Ungated 0.8185490 0.7919746 0.8469688 0.8469688 410805 2800058 0.1467130 347939 91392 62866 2297861
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.7376591 0.6121453 0.9279188 0.9279188 110209 2828901 0.0389582 102265 64795 7944 2653897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.5829064 0.4229216 0.9375781 0.9375781 39201 2828901 0.0138573 36754 50151 2447 2739549
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7021675 0.6034681 0.8394651 0.8394651 15629 2828901 0.0055248 13120 8621 2509 2804651
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 4 Basophil Basophil 0.7314002 0.5935987 0.9525248 0.9525248 2317 2828901 0.0008190 2207 1511 110 2825073
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0931662 0.4821938 0.0515646 0.0515646 186698 2828901 0.0659967 9627 10338 177071 2631865
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6432749 0.6135833 0.6759861 0.6759861 197223 2828901 0.0697172 133320 83961 63903 2547717
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0703025 0.0485476 0.1273860 0.1273860 7544 2828901 0.0026668 961 18834 6583 2802523
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.3640615 0.3954904 0.3372600 0.3372600 33701 2828901 0.0119131 11366 17373 22335 2777827
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6600571 0.4979160 0.9787899 0.9787899 207118 2828901 0.0732150 202725 204422 4393 2417361
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3649720 0.6771586 0.2498055 0.2498055 53998 2828901 0.0190880 13489 6431 40509 2768472
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8388537 0.9390469 0.7579797 0.7579797 166829 2828901 0.0589731 126453 8208 40376 2653864
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6773751 0.5595314 0.8581011 0.8581011 28774 2828901 0.0101714 24691 19437 4083 2780690
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4789242 0.3245713 0.9132088 0.9132088 40753 2828901 0.0144059 37216 77446 3537 2710702
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.2574725 0.2583965 0.2565551 0.2565551 7437 2828901 0.0026289 1908 5476 5529 2815988
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8858824 0.9035602 0.8688831 0.8688831 173067 2828901 0.0611782 150375 16050 22692 2639784
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1782159 0.1172227 0.3715297 0.3715297 7348 2828901 0.0025975 2730 20559 4618 2800994
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6454779 0.5223508 0.8445538 0.8445538 100768 2828901 0.0356209 85104 77821 15664 2650312
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9276192 0.9830982 0.8780674 0.8780674 682164 2828901 0.2411410 598986 10298 83178 2136439
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4095999 0.2709468 0.8388901 0.8388901 26814 2828901 0.0094786 22494 60526 4320 2741561
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8806101 0.8221885 0.9479691 0.9479691 211586 2828901 0.0747944 200577 43378 11009 2573937
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7976037 0.7526804 0.8482299 0.8482299 69770 2828901 0.0246633 59181 19446 10589 2739685
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9335584 0.8924223 0.9786700 0.9786700 31083 2828901 0.0109877 30420 3667 663 2794151
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 25 Ungated Ungated 0.1090821 0.6723444 0.0593561 0.0593561 424944 2828901 0.1502152 25223 12292 399721 2391665
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5364254 0.3729215 0.9552427 0.9552427 109971 2768169 0.0397270 105049 176643 4922 2481555
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.6838099 0.5283933 0.9687484 0.9687484 38718 2768169 0.0139869 37508 33477 1210 2695974
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7502912 0.6747784 0.8448345 0.8448345 14868 2768169 0.0053711 12561 6054 2307 2747247
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 4 Basophil Basophil 0.6819261 0.5364097 0.9357841 0.9357841 2149 2768169 0.0007763 2011 1738 138 2764282
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.5187573 0.5900547 0.4628325 0.4628325 181489 2768169 0.0655628 83999 58359 97490 2528321
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5720454 0.8540566 0.4300440 0.4300440 198103 2768169 0.0715646 85193 14558 112910 2555508
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2276737 0.1446743 0.5340672 0.5340672 7177 2768169 0.0025927 3833 22661 3344 2738331
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4871799 0.5949985 0.4124421 0.4124421 32824 2768169 0.0118577 13538 9215 19286 2726130
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6709413 0.5244313 0.9310472 0.9310472 206460 2768169 0.0745836 192224 174314 14236 2387395
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.1449845 0.5765952 0.0829170 0.0829170 53837 2768169 0.0194486 4464 3278 49373 2711054
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8598139 0.9591018 0.7791545 0.7791545 164726 2768169 0.0595072 128347 5473 36379 2597970
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7145430 0.7437474 0.6875455 0.6875455 28849 2768169 0.0104217 19835 6834 9014 2732486
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4676976 0.3113806 0.9391759 0.9391759 40576 2768169 0.0146581 38108 84276 2468 2643317
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1881478 0.1537869 0.2422812 0.2422812 7417 2768169 0.0026794 1797 9888 5620 2750864
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9020621 0.9056327 0.8985196 0.8985196 172516 2768169 0.0623213 155009 16152 17507 2579501
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3311303 0.2428393 0.5203001 0.5203001 7463 2768169 0.0026960 3883 12107 3580 2748599
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0118017 0.0062327 0.1108374 0.1108374 406 2768169 0.0001467 45 7175 361 2760588
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7479557 0.6630103 0.8578663 0.8578663 98147 2768169 0.0354556 84197 42795 13950 2627227
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9537450 0.9665804 0.9412461 0.9412461 660160 2768169 0.2384825 621373 21484 38787 2086525
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4922062 0.3892885 0.6690981 0.6690981 27419 2768169 0.0099051 18346 28781 9073 2711969
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9083708 0.8597813 0.9627813 0.9627813 201189 2768169 0.0726794 193701 31590 7488 2535390
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7891637 0.8091887 0.7701058 0.7701058 66896 2768169 0.0241662 51517 12148 15379 2689125
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9345963 0.8799673 0.9964571 0.9964571 30201 2768169 0.0109101 30094 4105 107 2733863
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 25 Ungated Ungated 0.0645968 0.4269238 0.0349419 0.0349419 413143 2768169 0.1492478 14436 19378 398707 2335648
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5242645 0.3588945 0.9722577 0.9722577 111058 2830864 0.0392311 107977 192883 3081 2526923
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.4249381 0.3820149 0.4787280 0.4787280 39089 2830864 0.0138082 18713 30272 20376 2761503
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7218233 0.6131568 0.8773030 0.8773030 15469 2830864 0.0054644 13571 8562 1898 2806833
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6318867 0.6256109 0.6382896 0.6382896 198952 2830864 0.0702796 126989 75995 71963 2555917
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2298218 0.1405322 0.6302822 0.6302822 7549 2830864 0.0026667 4758 29099 2791 2794216
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6335880 0.5952596 0.6771920 0.6771920 34045 2830864 0.0120264 23055 15676 10990 2781143
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6911993 0.5442377 0.9468898 0.9468898 208265 2830864 0.0735694 197204 165145 11061 2457454
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.5154311 0.7157133 0.4027322 0.4027322 54242 2830864 0.0191609 21845 8677 32397 2767945
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8009547 0.7798767 0.8232038 0.8232038 165094 2830864 0.0583193 135906 38360 29188 2627410
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5827477 0.6309929 0.5413560 0.5413560 29101 2830864 0.0102799 15754 9213 13347 2792550
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5103214 0.4106139 0.6739812 0.6739812 40513 2830864 0.0143112 27305 39193 13208 2751158
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4502955 0.3346663 0.6880054 0.6880054 7420 2830864 0.0026211 5105 10149 2315 2813295
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7994975 0.9301071 0.7010527 0.7010527 173840 2830864 0.0614088 121871 9158 51969 2647866
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7144038 0.5974731 0.8882402 0.8882402 100197 2830864 0.0353945 88999 59960 11198 2670707
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9541175 0.9548051 0.9534308 0.9534308 679484 2830864 0.2400271 647841 30665 31643 2120715
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4454085 0.3459400 0.6251617 0.6251617 26278 2830864 0.0092827 16428 31060 9850 2773526
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8945125 0.8268915 0.9741782 0.9741782 211682 2830864 0.0747765 206216 43171 5466 2576011
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6274683 0.7092466 0.5625989 0.5625989 70800 2830864 0.0250100 39832 16329 30968 2743735
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9136546 0.8430747 0.9971317 0.9971317 31029 2830864 0.0109610 30940 5759 89 2794076
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 25 Ungated Ungated 0.2362473 0.6360668 0.1450633 0.1450633 424339 2830864 0.1498973 61556 35220 362783 2371305
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8768047 0.8617986 0.8923427 0.8923427 108994 2817387 0.0386862 97260 15597 11734 2692796
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.8295215 0.8551594 0.8053761 0.8053761 38392 2817387 0.0136268 30920 5237 7472 2773758
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7027204 0.5982271 0.8514433 0.8514433 15139 2817387 0.0053734 12890 8657 2249 2793591
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6926847 0.5634464 0.8988564 0.8988564 196305 2817387 0.0696763 176450 136712 19855 2484370
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1123653 0.1074200 0.1177878 0.1177878 7522 2817387 0.0026698 886 7362 6636 2802503
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6728616 0.5299625 0.9212738 0.9212738 33915 2817387 0.0120377 31245 27712 2670 2755760
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7222671 0.6165464 0.8717478 0.8717478 206554 2817387 0.0733140 180063 111988 26491 2498845
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0909778 0.4656357 0.0504139 0.0504139 53755 2817387 0.0190797 2710 3110 51045 2760522
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7015962 0.5697897 0.9127342 0.9127342 167007 2817387 0.0592773 152433 115092 14574 2535288
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5544909 0.6870054 0.4648311 0.4648311 28946 2817387 0.0102741 13455 6130 15491 2782311
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4257148 0.2948463 0.7654727 0.7654727 37130 2817387 0.0131789 28422 67974 8708 2712283
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4633361 0.4732704 0.4538103 0.4538103 7296 2817387 0.0025896 3311 3685 3985 2806406
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.6719072 0.9332774 0.5249044 0.5249044 171797 2817387 0.0609774 90177 6447 81620 2639143
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3558092 0.2494829 0.6200785 0.6200785 7391 2817387 0.0026234 4583 13787 2808 2796209
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7810043 0.7653642 0.7972970 0.7972970 100186 2817387 0.0355599 79878 24488 20308 2692713
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9629627 0.9580114 0.9679655 0.9679655 678706 2817387 0.2408991 656964 28794 21742 2109887
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5017687 0.3686792 0.7852282 0.7852282 27187 2817387 0.0096497 21348 36556 5839 2753644
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9092794 0.8711342 0.9509183 0.9509183 211647 2817387 0.0751217 201259 29772 10388 2575968
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7458623 0.9104870 0.6316533 0.6316533 70773 2817387 0.0251201 44704 4395 26069 2742219
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9362685 0.8827709 0.9966685 0.9966685 30917 2817387 0.0109736 30814 4092 103 2782378
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 25 Ungated Ungated 0.5890892 0.9183677 0.4336169 0.4336169 422924 2817387 0.1501121 183387 16301 239537 2378162
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5702417 0.4112693 0.9295511 0.9295511 110534 2800058 0.0394756 102747 147082 7787 2542442
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.6342478 0.4730265 0.9621906 0.9621906 38985 2800058 0.0139229 37511 41789 1474 2719284
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6841110 0.5910597 0.8119351 0.8119351 15601 2800058 0.0055717 12667 8764 2934 2775693
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7189090 0.6287117 0.8393209 0.8393209 186247 2800058 0.0665154 156321 92316 29926 2521495
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5698817 0.7118152 0.4751403 0.4751403 199158 2800058 0.0711264 94628 38311 104530 2562589
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1507853 0.1202960 0.2019770 0.2019770 7486 2800058 0.0026735 1512 11057 5974 2781515
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6626058 0.5449645 0.8450201 0.8450201 33856 2800058 0.0120912 28609 23888 5247 2742314
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6628980 0.6350882 0.6932548 0.6932548 208815 2800058 0.0745752 144762 83178 64053 2508065
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3912532 0.6213795 0.2855139 0.2855139 54176 2800058 0.0193482 15468 9425 38708 2736457
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8349139 0.9549750 0.7416699 0.7416699 164464 2800058 0.0587359 121978 5751 42486 2629843
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3344664 0.5090540 0.2490508 0.2490508 29235 2800058 0.0104409 7281 7022 21954 2763801
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5790840 0.5463237 0.6160238 0.6160238 38031 2800058 0.0135822 23428 19455 14603 2742572
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5701929 0.4974680 0.6678219 0.6678219 7502 2800058 0.0026792 5010 5061 2492 2787495
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8644318 0.8271100 0.9052809 0.9052809 172943 2800058 0.0617641 156562 32726 16381 2594389
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2170005 0.1647157 0.3179144 0.3179144 7480 2800058 0.0026714 2378 12059 5102 2780519
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7416063 0.6744146 0.8236682 0.8236682 98740 2800058 0.0352636 81329 39263 17411 2662055
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9649806 0.9620554 0.9679237 0.9679237 672490 2800058 0.2401700 650919 25673 21571 2101895
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4462126 0.3746459 0.5515778 0.5515778 27095 2800058 0.0096766 14945 24946 12150 2748017
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.7791286 0.8449572 0.7228157 0.7228157 208760 2800058 0.0745556 150895 27688 57865 2563610
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6093424 0.9101945 0.4579676 0.4579676 70398 2800058 0.0251416 32240 3181 38158 2726479
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9282818 0.8740846 0.9896442 0.9896442 30997 2800058 0.0110701 30676 4419 321 2764642
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 0.2096418 0.4452693 0.1370942 0.1370942 410805 2800058 0.1467130 56319 70164 354486 2319089
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8404059 0.7856641 0.9033473 0.9033473 110209 2828901 0.0389582 99557 27160 10652 2691532
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.5794777 0.4351405 0.8670952 0.8670952 39201 2828901 0.0138573 33991 44124 5210 2745576
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6984599 0.7223324 0.6761149 0.6761149 15629 2828901 0.0055248 10567 4062 5062 2809210
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 4 Basophil Basophil 0.7993848 0.8142346 0.7850669 0.7850669 2317 2828901 0.0008190 1819 415 498 2826169
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6240652 0.5890049 0.6635636 0.6635636 186698 2828901 0.0659967 123886 86445 62812 2555758
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6619071 0.7896375 0.5697459 0.5697459 197223 2828901 0.0697172 112367 29935 84856 2601743
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3425209 0.4117647 0.2932131 0.2932131 7544 2828901 0.0026668 2212 3160 5332 2818197
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6534509 0.7642244 0.5707249 0.5707249 33701 2828901 0.0119131 19234 5934 14467 2789266
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7377707 0.6640193 0.8299520 0.8299520 207118 2828901 0.0732150 171898 86977 35220 2534806
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6176525 0.8252710 0.4934998 0.4934998 53998 2828901 0.0190880 26648 5642 27350 2769261
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8199365 0.9208904 0.7389303 0.7389303 166829 2828901 0.0589731 123275 10590 43554 2651482
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6844474 0.6509987 0.7215194 0.7215194 28774 2828901 0.0101714 20761 11130 8013 2788997
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3765635 0.7586412 0.2504356 0.2504356 40753 2828901 0.0144059 10206 3247 30547 2784901
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4828161 0.6359042 0.3891354 0.3891354 7437 2828901 0.0026289 2894 1657 4543 2819807
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8897523 0.9215416 0.8600831 0.8600831 173067 2828901 0.0611782 148852 12673 24215 2643161
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1563713 0.4224086 0.0959445 0.0959445 7348 2828901 0.0025975 705 964 6643 2820589
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6814287 0.5888594 0.8085305 0.8085305 100768 2828901 0.0356209 81474 56885 19294 2671248
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9464955 0.9754553 0.9192056 0.9192056 682164 2828901 0.2411410 627049 15778 55115 2130959
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4613466 0.3465892 0.6897143 0.6897143 26814 2828901 0.0094786 18494 34866 8320 2767221
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8790974 0.8040208 0.9696388 0.9696388 211586 2828901 0.0747944 205162 50008 6424 2567307
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7615644 0.7768816 0.7468396 0.7468396 69770 2828901 0.0246633 52107 14965 17663 2744166
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9479037 0.9071395 0.9925039 0.9925039 31083 2828901 0.0109877 30850 3158 233 2794660
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 25 Ungated Ungated 0.6690519 0.6943040 0.6455721 0.6455721 424944 2828901 0.1502152 274332 120786 150612 2283171
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8821746 0.8861161 0.8782679 0.8782679 109971 2768169 0.0397270 96584 12413 13387 2645785
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.8214980 0.7551047 0.9006922 0.9006922 38718 2768169 0.0139869 34873 11310 3845 2718141
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6338287 0.8353873 0.5106268 0.5106268 14868 2768169 0.0053711 7592 1496 7276 2751805
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 4 Basophil Basophil 0.7375403 0.5998833 0.9571894 0.9571894 2149 2768169 0.0007763 2057 1372 92 2764648
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6681952 0.5085553 0.9739158 0.9739158 181489 2768169 0.0655628 176755 170808 4734 2415872
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4989375 0.9735257 0.3354215 0.3354215 198103 2768169 0.0715646 66448 1807 131655 2568259
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3491516 0.3457178 0.3526543 0.3526543 7177 2768169 0.0025927 2531 4790 4646 2756202
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5418703 0.8104714 0.4069888 0.4069888 32824 2768169 0.0118577 13359 3124 19465 2732221
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7009911 0.7140152 0.6884336 0.6884336 206460 2768169 0.0745836 142134 56929 64326 2504780
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6662946 0.8613500 0.5432695 0.5432695 53837 2768169 0.0194486 29248 4708 24589 2709624
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8596241 0.9096121 0.8148440 0.8148440 164726 2768169 0.0595072 134226 13338 30500 2590105
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7039307 0.7218418 0.6868869 0.6868869 28849 2768169 0.0104217 19816 7636 9033 2731684
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5067356 0.7956535 0.3717468 0.3717468 40576 2768169 0.0146581 15084 3874 25492 2723719
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5533333 0.4953640 0.6266685 0.6266685 7417 2768169 0.0026794 4648 4735 2769 2756017
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9103580 0.8998443 0.9211204 0.9211204 172516 2768169 0.0623213 158908 17687 13608 2577966
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0326413 0.6377551 0.0167493 0.0167493 7463 2768169 0.0026960 125 71 7338 2760635
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 406 2768169 0.0001467 0 0 406 2767763
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7093446 0.6672174 0.7571500 0.7571500 98147 2768169 0.0354556 74312 37064 23835 2632958
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9509353 0.9734286 0.9294580 0.9294580 660160 2768169 0.2384825 613591 16749 46569 2091260
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0012380 0.3863636 0.0006200 0.0006200 27419 2768169 0.0099051 17 27 27402 2740723
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8990824 0.8390046 0.9684277 0.9684277 201189 2768169 0.0726794 194837 37387 6352 2529593
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7316957 0.8125878 0.6654508 0.6654508 66896 2768169 0.0241662 44516 10267 22380 2691006
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9521138 0.9129668 0.9947684 0.9947684 30201 2768169 0.0109101 30043 2864 158 2735104
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 25 Ungated Ungated 0.7627387 0.7055610 0.8300008 0.8300008 413143 2768169 0.1492478 342909 143100 70234 2211926
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8012639 0.7068767 0.9247420 0.9247420 111058 2830864 0.0392311 102700 42587 8358 2677219
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.7438718 0.8536496 0.6591113 0.6591113 39089 2830864 0.0138082 25764 4417 13325 2787358
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.4845960 0.6692869 0.3797918 0.3797918 15469 2830864 0.0054644 5875 2903 9594 2812492
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6580296 0.6384730 0.6788220 0.6788220 198952 2830864 0.0702796 135053 76472 63899 2555440
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1869683 0.3459750 0.1280964 0.1280964 7549 2830864 0.0026667 967 1828 6582 2821487
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6298514 0.4824671 0.9068879 0.9068879 34045 2830864 0.0120264 30875 33119 3170 2763700
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6938270 0.5481764 0.9448827 0.9448827 208265 2830864 0.0735694 196786 162197 11479 2460402
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6389595 0.7024375 0.5860035 0.5860035 54242 2830864 0.0191609 31786 13465 22456 2763157
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7016248 0.5624363 0.9323597 0.9323597 165094 2830864 0.0583193 153927 119752 11167 2546018
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.4929252 0.6520215 0.3962407 0.3962407 29101 2830864 0.0102799 11531 6154 17570 2795609
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4802796 0.6162768 0.3934540 0.3934540 40513 2830864 0.0143112 15940 9925 24573 2780426
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4180878 0.4342334 0.4030997 0.4030997 7420 2830864 0.0026211 2991 3897 4429 2819547
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.6931564 0.9348454 0.5507651 0.5507651 173840 2830864 0.0614088 95745 6673 78095 2650351
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7159587 0.7757151 0.6647504 0.6647504 100197 2830864 0.0353945 66606 19258 33591 2711409
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9596919 0.9367122 0.9838274 0.9838274 679484 2830864 0.2400271 668495 45166 10989 2106214
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5727239 0.5968640 0.5504605 0.5504605 26278 2830864 0.0092827 14465 9770 11813 2794816
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8645180 0.7725042 0.9814155 0.9814155 211682 2830864 0.0747765 207748 61180 3934 2558002
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.5404009 0.7950343 0.4093079 0.4093079 70800 2830864 0.0250100 28979 7471 41821 2752593
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9268992 0.8712532 0.9901383 0.9901383 31029 2830864 0.0109610 30723 4540 306 2795295
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 25 Ungated Ungated 0.7490335 0.8004283 0.7038406 0.7038406 424339 2830864 0.1498973 298667 74467 125672 2332058
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8644910 0.9396736 0.8004477 0.8004477 108994 2817387 0.0386862 87244 5601 21750 2702792
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.8407647 0.9541606 0.7514586 0.7514586 38392 2817387 0.0136268 28850 1386 9542 2777609
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.5351891 0.7930990 0.4038576 0.4038576 15139 2817387 0.0053734 6114 1595 9025 2800653
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7243079 0.6157130 0.8794121 0.8794121 196305 2817387 0.0696763 172633 107746 23672 2513336
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3084028 0.4835321 0.2264026 0.2264026 7522 2817387 0.0026698 1703 1819 5819 2808046
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6472188 0.5092524 0.8877193 0.8877193 33915 2817387 0.0120377 30107 29013 3808 2754459
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7441615 0.6762850 0.8271832 0.8271832 206554 2817387 0.0733140 170858 81784 35696 2529049
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6601598 0.5150365 0.9191517 0.9191517 53755 2817387 0.0190797 49409 46524 4346 2717108
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.5782238 0.4147225 0.9545468 0.9545468 167007 2817387 0.0592773 159416 224976 7591 2425404
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3553864 0.6242945 0.2483936 0.2483936 28946 2817387 0.0102741 7190 4327 21756 2784114
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3811065 0.4703951 0.3203070 0.3203070 37130 2817387 0.0131789 11893 13390 25237 2766867
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.2604080 0.5410900 0.1714638 0.1714638 7296 2817387 0.0025896 1251 1061 6045 2809030
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.4006887 0.9483624 0.2540033 0.2540033 171797 2817387 0.0609774 43637 2376 128160 2643214
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2453255 0.4436969 0.1695305 0.1695305 7391 2817387 0.0026234 1253 1571 6138 2808425
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7274605 0.8250747 0.6505001 0.6505001 100186 2817387 0.0355599 65171 13817 35015 2703384
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9596827 0.9344031 0.9863682 0.9863682 678706 2817387 0.2408991 669454 46997 9252 2091684
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.2243156 0.5008924 0.1445176 0.1445176 27187 2817387 0.0096497 3929 3915 23258 2786285
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8319250 0.9180368 0.7605825 0.7605825 211647 2817387 0.0751217 160975 14372 50672 2591368
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6676243 0.7562131 0.5976149 0.5976149 70773 2817387 0.0251201 42295 13635 28478 2732979
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8835584 0.9190984 0.8506647 0.8506647 30917 2817387 0.0109736 26300 2315 4617 2784155
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 25 Ungated Ungated 0.6832637 0.6560802 0.7127971 0.7127971 422924 2817387 0.1501121 301459 158026 121465 2236437
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8672214 0.8388660 0.8975609 0.8975609 110534 2800058 0.0394756 99211 19057 11323 2670467
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.8339799 0.8920025 0.7830448 0.7830448 38985 2800058 0.0139229 30527 3696 8458 2757377
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.5455261 0.7068966 0.4441382 0.4441382 15601 2800058 0.0055717 6929 2873 8672 2781584
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6967160 0.5907656 0.8489747 0.8489747 186247 2800058 0.0665154 158119 109532 28128 2504279
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7067470 0.6938368 0.7201468 0.7201468 199158 2800058 0.0711264 143423 63287 55735 2537613
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1891577 0.7324324 0.1086027 0.1086027 7486 2800058 0.0026735 813 297 6673 2792275
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6629070 0.6430892 0.6839851 0.6839851 33856 2800058 0.0120912 23157 12852 10699 2753350
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7069890 0.9212800 0.5735747 0.5735747 208815 2800058 0.0745752 119771 10234 89044 2581009
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7162303 0.8466885 0.6206069 0.6206069 54176 2800058 0.0193482 33622 6088 20554 2739794
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8530688 0.8202062 0.8886747 0.8886747 164464 2800058 0.0587359 146155 32038 18309 2603556
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6195173 0.8015205 0.5048743 0.5048743 29235 2800058 0.0104409 14760 3655 14475 2767168
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5936810 0.6580699 0.5407694 0.5407694 38031 2800058 0.0135822 20566 10686 17465 2751341
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4676297 0.3365548 0.7659291 0.7659291 7502 2800058 0.0026792 5746 11327 1756 2781229
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9054297 0.9031041 0.9077673 0.9077673 172943 2800058 0.0617641 156992 16844 15951 2610271
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0033757 0.0585586 0.0017380 0.0017380 7480 2800058 0.0026714 13 209 7467 2792369
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7362176 0.7523070 0.7208021 0.7208021 98740 2800058 0.0352636 71172 23433 27568 2677885
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9600092 0.9321961 0.9895329 0.9895329 672490 2800058 0.2401700 665451 48402 7039 2079166
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5092883 0.6712354 0.4102971 0.4102971 27095 2800058 0.0096766 11117 5445 15978 2767518
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8888994 0.8357803 0.9492288 0.9492288 208760 2800058 0.0745556 198161 38936 10599 2552362
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6710587 0.8908638 0.5382539 0.5382539 70398 2800058 0.0251416 37892 4642 32506 2725018
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9551932 0.9242420 0.9882892 0.9882892 30997 2800058 0.0110701 30634 2511 363 2766550
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 25 Ungated Ungated 0.7810799 0.7918471 0.7706016 0.7706016 410805 2800058 0.1467130 316567 83216 94238 2306037
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5301650 0.4726796 0.6035686 0.6035686 102449 2383256 0.0429870 61835 68983 40614 2211824
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.3559703 0.2308979 0.7766824 0.7766824 37328 2383256 0.0156626 28992 96570 8336 2249358
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6986936 0.5647776 0.9158545 0.9158545 14570 2383256 0.0061135 13344 10283 1226 2358403
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 4 Basophil Basophil 0.4301557 0.2840891 0.8853813 0.8853813 2059 2383256 0.0008639 1823 4594 236 2376603
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3958596 0.5542478 0.3078771 0.3078771 110739 2383256 0.0464654 34094 27420 76645 2245097
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5125439 0.7141156 0.3997168 0.3997168 108049 2383256 0.0453367 43189 17290 64860 2257917
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0144262 0.0584071 0.0082294 0.0082294 4010 2383256 0.0016826 33 532 3977 2378714
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5253900 0.4034971 0.7528058 0.7528058 21028 2383256 0.0088232 15830 23402 5198 2338826
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6900736 0.5660158 0.8837776 0.8837776 142408 2383256 0.0597535 125857 96499 16551 2144349
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6757969 0.6516321 0.7018230 0.7018230 36807 2383256 0.0154440 25832 13810 10975 2332639
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8361515 0.8523474 0.8205596 0.8205596 148038 2383256 0.0621159 121474 21043 26564 2214175
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3263544 0.2617167 0.4333919 0.4333919 21634 2383256 0.0090775 9376 26449 12258 2335173
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3764790 0.3629326 0.3910759 0.3910759 33684 2383256 0.0141336 13173 23123 20511 2326449
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1076701 0.0592547 0.5885958 0.5885958 5384 2383256 0.0022591 3169 50312 2215 2327560
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7468755 0.8794275 0.6490476 0.6490476 149573 2383256 0.0627599 97080 13310 52493 2220373
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3197 2383256 0.0013414 0 0 3197 2380059
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3099311 0.1991056 0.6990145 0.6990145 5987 2383256 0.0025121 4185 16834 1802 2360435
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 393 2383256 0.0001649 0 0 393 2382863
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3677814 0.5202425 0.2844277 0.2844277 90494 2383256 0.0379707 25739 23736 64755 2269026
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9305194 0.9358501 0.9252490 0.9252490 655296 2383256 0.2749583 606312 41561 48984 1686399
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3692438 0.2424319 0.7742300 0.7742300 24773 2383256 0.0103946 19180 59935 5593 2298548
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8620504 0.8121809 0.9184447 0.9184447 203359 2383256 0.0853282 186774 43192 16585 2136705
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7580908 0.6559900 0.8978329 0.8978329 62525 2383256 0.0262351 56137 29439 6388 2291292
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8852603 0.9043421 0.8669672 0.8669672 30173 2383256 0.0126604 26159 2767 4014 2350316
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 0.3842003 0.6570371 0.2714711 0.2714711 369299 2383256 0.1549557 100254 52331 269045 1961626
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5482235 0.4269155 0.7658359 0.7658359 104115 2354472 0.0442201 79735 107035 24380 2143322
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.3803937 0.3050452 0.5051758 0.5051758 36516 2354472 0.0155092 18447 42026 18069 2275930
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6917688 0.6002659 0.8161860 0.8161860 11615 2354472 0.0049332 9480 6313 2135 2336544
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 4 Basophil Basophil 0.2377427 0.1534839 0.5271170 0.5271170 2102 2354472 0.0008928 1108 6111 994 2346259
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3283471 0.4812185 0.2491866 0.2491866 139530 2354472 0.0592617 34769 37483 104761 2177459
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.2368879 0.7106270 0.1421342 0.1421342 129427 2354472 0.0549707 18396 7491 111031 2217554
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) NA 0.0000000 0.0000000 0.0000000 3481 2354472 0.0014785 0 1 3481 2350990
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4985762 0.5261936 0.4737133 0.4737133 16263 2354472 0.0069073 7704 6937 8559 2331272
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6304023 0.4733028 0.9436055 0.9436055 183635 2354472 0.0779941 173279 192827 10356 1978010
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6062182 0.6213187 0.5918343 0.5918343 41956 2354472 0.0178197 24831 15134 17125 2297382
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7818496 0.8294128 0.7394456 0.7394456 141955 2354472 0.0602916 104968 21589 36987 2190928
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2311247 0.4186100 0.1596302 0.1596302 22715 2354472 0.0096476 3626 5036 19089 2326721
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3504081 0.3690499 0.3335589 0.3335589 33982 2354472 0.0144330 11335 19379 22647 2301111
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0787190 0.0427016 0.5028952 0.5028952 5699 2354472 0.0024205 2866 64251 2833 2284522
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7970142 0.8494192 0.7506997 0.7506997 160437 2354472 0.0681414 120440 21351 39997 2172684
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3213 2354472 0.0013646 0 0 3213 2351259
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1009220 0.0699501 0.1811138 0.1811138 6195 2354472 0.0026312 1122 14918 5073 2333359
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0481630 0.0254196 0.4574780 0.4574780 341 2354472 0.0001448 156 5981 185 2348150
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.4088589 0.4224683 0.3960989 0.3960989 79465 2354472 0.0337507 31476 43029 47989 2231978
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9102742 0.9416969 0.8808809 0.8808809 605268 2354472 0.2570716 533169 33010 72099 1716194
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0004882 0.0895522 0.0002447 0.0002447 24515 2354472 0.0104121 6 61 24509 2329896
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8741607 0.8348091 0.9174058 0.9174058 175327 2354472 0.0744655 160846 31828 14481 2147317
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7992242 0.7098449 0.9143540 0.9143540 49798 2354472 0.0211504 45533 18612 4265 2286062
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8944247 0.8695693 0.9207427 0.9207427 29890 2354472 0.0126950 27521 4128 2369 2320454
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 25 Ungated Ungated 0.4147571 0.5083344 0.3502761 0.3502761 347032 2354472 0.1473927 121557 117571 225475 1889869
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5075613 0.4587638 0.5679754 0.5679754 105244 2533024 0.0415488 59776 70522 45468 2357258
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.3586947 0.2426443 0.6875151 0.6875151 37173 2533024 0.0146753 25557 79770 11616 2416081
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6849991 0.5906402 0.8152392 0.8152392 13964 2533024 0.0055128 11384 7890 2580 2511170
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2221 2533024 0.0008768 0 0 2221 2530803
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 161559 2533024 0.0637811 0 0 161559 2371465
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4402187 0.4696531 0.4142562 0.4142562 161895 2533024 0.0639137 67066 75733 94829 2295396
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0045721 0.0204604 0.0025736 0.0025736 6217 2533024 0.0024544 16 766 6201 2526041
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.3993916 0.2702310 0.7650651 0.7650651 28659 2533024 0.0113141 21926 59212 6733 2445153
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.5970243 0.4691167 0.8208284 0.8208284 177210 2533024 0.0699599 145459 164611 31751 2191203
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.5224323 0.6604550 0.4321261 0.4321261 44207 2533024 0.0174523 19103 9821 25104 2478996
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7134468 0.6145202 0.8503355 0.8503355 155882 2533024 0.0615399 132552 83148 23330 2293994
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3218923 0.3258325 0.3180463 0.3180463 23811 2533024 0.0094002 7573 15669 16238 2493544
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4155070 0.4791893 0.3667654 0.3667654 30041 2533024 0.0118597 11018 11975 19023 2491008
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.2217452 0.2258911 0.2177487 0.2177487 4744 2533024 0.0018729 1033 3540 3711 2524740
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8012016 0.8533520 0.7550582 0.7550582 156478 2533024 0.0617752 118150 20304 38328 2356242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3262 2533024 0.0012878 0 0 3262 2529762
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 6173 2533024 0.0024370 0 0 6173 2526851
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 382 2533024 0.0001508 0 0 382 2532642
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.4142472 0.3846835 0.4487334 0.4487334 88108 2533024 0.0347837 39537 63241 48571 2381675
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9218843 0.9352207 0.9089229 0.9089229 645036 2533024 0.2546506 586288 40610 58748 1847378
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3833671 0.2662770 0.6842543 0.6842543 22838 2533024 0.0090161 15627 43060 7211 2467126
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8096955 0.7617194 0.8641214 0.8641214 197463 2533024 0.0779554 170632 53377 26831 2282184
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.4007052 0.4655188 0.3517337 0.3517337 57191 2533024 0.0225782 20116 23096 37075 2452737
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8925351 0.8149742 0.9864117 0.9864117 30909 2533024 0.0122024 30489 6922 420 2495193
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 25 Ungated Ungated 0.4529154 0.6160218 0.3580999 0.3580999 372357 2533024 0.1470010 133341 83114 239016 2077553
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.6551466 0.6131138 0.7033667 0.7033667 95731 2351465 0.0407112 67334 42489 28397 2213245
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.4854313 0.4503170 0.5264848 0.5264848 33321 2351465 0.0141703 17543 21414 15778 2296730
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6854544 0.5935791 0.8109794 0.8109794 14591 2351465 0.0062051 11833 8102 2758 2328772
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2200 2351465 0.0009356 0 0 2200 2349265
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 136257 2351465 0.0579456 0 0 136257 2215208
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5400989 0.4605254 0.6529152 0.6529152 146215 2351465 0.0621804 95466 111832 50749 2093418
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1160512 0.1040697 0.1311506 0.1311506 5284 2351465 0.0022471 693 5966 4591 2340215
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4031777 0.2806556 0.7155608 0.7155608 25320 2351465 0.0107678 18118 46438 7202 2279707
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.5406802 0.5042567 0.5827751 0.5827751 138834 2351465 0.0590415 80909 79543 57925 2133088
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7120868 0.6305999 0.8177585 0.8177585 42740 2351465 0.0181759 34951 20474 7789 2288251
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6283096 0.5083809 0.8222909 0.8222909 149272 2351465 0.0634804 122745 118698 26527 2083495
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.1174658 0.3909043 0.0691178 0.0691178 21514 2351465 0.0091492 1487 2317 20027 2327634
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3032495 0.2154586 0.5117794 0.5117794 28100 2351465 0.0119500 14381 52365 13719 2271000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0303087 0.1680498 0.0166564 0.0166564 4863 2351465 0.0020681 81 401 4782 2346201
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.5120941 0.9258316 0.3539294 0.3539294 127322 2351465 0.0541458 45063 3610 82259 2220533
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3151 2351465 0.0013400 0 0 3151 2348314
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2076453 0.1319200 0.4874593 0.4874593 6140 2351465 0.0026111 2993 19695 3147 2325630
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 432 2351465 0.0001837 0 0 432 2351033
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3731171 0.3640652 0.3826306 0.3826306 82087 2351465 0.0349089 31409 54864 50678 2214514
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.8952551 0.9386232 0.8557175 0.8557175 602353 2351465 0.2561607 515444 33705 86909 1715407
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4038398 0.2671018 0.8274253 0.8274253 24430 2351465 0.0103893 20214 55465 4216 2271570
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8317732 0.8219524 0.8418315 0.8418315 200122 2351465 0.0851052 168469 36493 31653 2114850
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.3431983 0.5423200 0.2510289 0.2510289 63658 2351465 0.0270716 15980 13486 47678 2274321
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8996110 0.8371075 0.9722014 0.9722014 30685 2351465 0.0130493 29832 5805 853 2314975
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 25 Ungated Ungated 0.4994139 0.5329944 0.4698141 0.4698141 366843 2351465 0.1560061 172348 151010 194495 1833612
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5491341 0.4043665 0.8553635 0.8553635 100037 2296980 0.0435515 85568 126042 14469 2070901
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.4627767 0.3689642 0.6205598 0.6205598 34514 2296980 0.0150258 21418 36631 13096 2225835
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7166684 0.5890417 0.9148980 0.9148980 14653 2296980 0.0063792 13406 9353 1247 2272974
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2076 2296980 0.0009038 0 0 2076 2294904
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3395797 0.4811680 0.2623737 0.2623737 123286 2296980 0.0536731 32347 34879 90939 2138815
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.3416090 0.5719310 0.2435351 0.2435351 117519 2296980 0.0511624 28620 21421 88899 2158040
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0833453 0.1830189 0.0539588 0.0539588 5393 2296980 0.0023479 291 1299 5102 2290288
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4784670 0.3248082 0.9080368 0.9080368 27511 2296980 0.0119770 24981 51929 2530 2217540
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6122598 0.5150451 0.7547116 0.7547116 136578 2296980 0.0594598 103077 97055 33501 2063347
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7256623 0.7083219 0.7438729 0.7438729 41741 2296980 0.0181721 31050 12786 10691 2242453
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6952762 0.7178533 0.6740759 0.6740759 142300 2296980 0.0619509 95921 37701 46379 2116979
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2866822 0.1911426 0.5731740 0.5731740 22590 2296980 0.0098347 12948 54792 9642 2219598
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3828822 0.4485077 0.3340099 0.3340099 29559 2296980 0.0128686 9873 12140 19686 2255281
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1791635 0.2914399 0.1293368 0.1293368 4554 2296980 0.0019826 589 1432 3965 2290994
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7409178 0.7435189 0.7383348 0.7383348 156620 2296980 0.0681852 115638 39890 40982 2100470
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3196 2296980 0.0013914 0 0 3196 2293784
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2552995 0.1638762 0.5774442 0.5774442 4797 2296980 0.0020884 2770 14133 2027 2278050
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 294 2296980 0.0001280 0 0 294 2296686
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3950466 0.4625044 0.3447619 0.3447619 83971 2296980 0.0365571 28950 33644 55021 2179365
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9382228 0.9180462 0.9593062 0.9593062 637271 2296980 0.2774386 611338 54574 25933 1605135
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4237143 0.3169186 0.6390686 0.6390686 19325 2296980 0.0084132 12350 26619 6975 2251036
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8417640 0.8965130 0.7933172 0.7933172 182976 2296980 0.0796594 145158 16756 37818 2097248
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7171584 0.7810841 0.6629048 0.6629048 48823 2296980 0.0212553 32365 9071 16458 2239086
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9059099 0.8341453 0.9911854 0.9911854 30404 2296980 0.0132365 30136 5992 268 2260584
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 25 Ungated Ungated 0.3416852 0.5198910 0.2544619 0.2544619 326992 2296980 0.1423574 83207 76840 243785 1893148
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0413629 0.0395542 0.0433449 0.0433449 110209 2828901 0.0389582 4777 115994 105432 2602698
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.0200605 0.0132956 0.0408408 0.0408408 39201 2828901 0.0138573 1601 118815 37600 2670885
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0101888 0.0057409 0.0452364 0.0452364 15629 2828901 0.0055248 707 122444 14922 2690828
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 4 Basophil Basophil 0.0018063 0.0009202 0.0487700 0.0487700 2317 2828901 0.0008190 113 122688 2204 2703896
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0523614 0.0651585 0.0437659 0.0437659 186698 2828901 0.0659967 8171 117231 178527 2524972
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0533023 0.0688736 0.0434736 0.0434736 197223 2828901 0.0697172 8574 115915 188649 2515763
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0046477 0.0024661 0.0402969 0.0402969 7544 2828901 0.0026668 304 122970 7240 2698387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0186165 0.0118205 0.0437969 0.0437969 33701 2828901 0.0119131 1476 123392 32225 2671808
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0543762 0.0734999 0.0431493 0.0431493 207118 2828901 0.0732150 8937 112655 198181 2509128
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0254641 0.0183450 0.0416127 0.0416127 53998 2828901 0.0190880 2247 120239 51751 2654664
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0502908 0.0590848 0.0437754 0.0437754 166829 2828901 0.0589731 7303 116299 159526 2545773
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0157351 0.0096875 0.0418781 0.0418781 28774 2828901 0.0101714 1205 123182 27569 2676945
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0229062 0.0153572 0.0450519 0.0450519 40753 2828901 0.0144059 1836 117717 38917 2670431
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0049537 0.0026257 0.0437004 0.0437004 7437 2828901 0.0026289 325 123453 7112 2698011
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0504380 0.0601018 0.0434514 0.0434514 173067 2828901 0.0611782 7520 117601 165547 2538233
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0052540 0.0027831 0.0468155 0.0468155 7348 2828901 0.0025975 344 123257 7004 2698296
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0394333 0.0361264 0.0434066 0.0434066 100768 2828901 0.0356209 4374 116701 96394 2611432
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0733639 0.2405279 0.0432828 0.0432828 682164 2828901 0.2411410 29526 93229 652638 2053508
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0158121 0.0096180 0.0444171 0.0444171 26814 2828901 0.0094786 1191 122639 25623 2679448
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0542888 0.0747239 0.0426304 0.0426304 211586 2828901 0.0747944 9020 111691 202566 2505624
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0316012 0.0244640 0.0446180 0.0446180 69770 2828901 0.0246633 3113 124135 66657 2634996
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0174607 0.0109939 0.0424026 0.0424026 31083 2828901 0.0109877 1318 118567 29765 2679251
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 25 Ungated Ungated 0.0680559 0.1505419 0.0439658 0.0439658 424944 2828901 0.1502152 18683 105422 406261 2298535
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0401311 0.0390820 0.0412381 0.0412381 109971 2768169 0.0397270 4535 111503 105436 2546695
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.0206820 0.0139114 0.0402913 0.0402913 38718 2768169 0.0139869 1560 110578 37158 2618873
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0084803 0.0047983 0.0364541 0.0364541 14868 2768169 0.0053711 542 112415 14326 2640886
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 4 Basophil Basophil 0.0013917 0.0007088 0.0381573 0.0381573 2149 2768169 0.0007763 82 115612 2067 2650408
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0505662 0.0644190 0.0416168 0.0416168 181489 2768169 0.0655628 7553 109695 173936 2476985
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0531737 0.0718156 0.0422154 0.0422154 198103 2768169 0.0715646 8363 108088 189740 2461978
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0051509 0.0027328 0.0447262 0.0447262 7177 2768169 0.0025927 321 117140 6856 2643852
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0184339 0.0118316 0.0417073 0.0417073 32824 2768169 0.0118577 1369 114338 31455 2621007
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0530098 0.0747262 0.0410733 0.0410733 206460 2768169 0.0745836 8480 105001 197980 2456708
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0270273 0.0196914 0.0430745 0.0430745 53837 2768169 0.0194486 2319 115448 51518 2598884
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0487768 0.0588321 0.0416571 0.0416571 164726 2768169 0.0595072 6862 109775 157864 2493668
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0170464 0.0105797 0.0438490 0.0438490 28849 2768169 0.0104217 1265 118304 27584 2621016
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0219691 0.0148662 0.0420692 0.0420692 40576 2768169 0.0146581 1707 113117 38869 2614476
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0051400 0.0027355 0.0424700 0.0424700 7417 2768169 0.0026794 315 114837 7102 2645915
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0495863 0.0616302 0.0414802 0.0414802 172516 2768169 0.0623213 7156 108956 165360 2486697
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0054571 0.0029074 0.0443521 0.0443521 7463 2768169 0.0026960 331 113515 7132 2647191
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0002408 0.0001208 0.0344828 0.0344828 406 2768169 0.0001467 14 115855 392 2651908
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0379422 0.0354156 0.0408571 0.0408571 98147 2768169 0.0354556 4010 109217 94137 2560805
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0718895 0.2390891 0.0423049 0.0423049 660160 2768169 0.2384825 27928 88882 632232 2019127
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0162821 0.0100604 0.0426711 0.0426711 27419 2768169 0.0099051 1170 115127 26249 2625623
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0533902 0.0733017 0.0419854 0.0419854 201189 2768169 0.0726794 8447 106789 192742 2460191
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0307793 0.0244718 0.0414674 0.0414674 66896 2768169 0.0241662 2774 110581 64122 2590692
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0179599 0.0113941 0.0423827 0.0423827 30201 2768169 0.0109101 1280 111059 28921 2626909
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 25 Ungated Ungated 0.0643259 0.1487706 0.0410342 0.0410342 413143 2768169 0.1492478 16953 97001 396190 2258025
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0440225 0.0395867 0.0495777 0.0495777 111058 2830864 0.0392311 5506 133581 105552 2586225
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.0214830 0.0136890 0.0498862 0.0498862 39089 2830864 0.0138082 1950 140500 37139 2651275
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0100286 0.0055453 0.0523628 0.0523628 15469 2830864 0.0054644 810 145259 14659 2670136
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0580313 0.0705553 0.0492832 0.0492832 198952 2830864 0.0702796 9805 129164 189147 2502748
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0049660 0.0026159 0.0488806 0.0488806 7549 2830864 0.0026667 369 140692 7180 2682623
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0196302 0.0121732 0.0506682 0.0506682 34045 2830864 0.0120264 1725 139980 32320 2656839
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0598303 0.0734343 0.0504790 0.0504790 208265 2830864 0.0735694 10513 132649 197752 2489950
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0276659 0.0190918 0.0502194 0.0502194 54242 2830864 0.0191609 2724 139955 51518 2636667
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0531173 0.0571768 0.0495960 0.0495960 165094 2830864 0.0583193 8188 135017 156906 2530753
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0179681 0.0108298 0.0527130 0.0527130 29101 2830864 0.0102799 1534 140112 27567 2661651
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0214988 0.0138922 0.0475156 0.0475156 40513 2830864 0.0143112 1925 136642 38588 2653709
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0049097 0.0025816 0.0500000 0.0500000 7420 2830864 0.0026211 371 143337 7049 2680107
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0553424 0.0623562 0.0497469 0.0497469 173840 2830864 0.0614088 8648 130039 165192 2526985
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0411704 0.0353256 0.0493328 0.0493328 100197 2830864 0.0353945 4943 134984 95254 2595683
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0835283 0.2390999 0.0506031 0.0506031 679484 2830864 0.2400271 34384 109422 645100 2041958
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0154962 0.0091637 0.0501560 0.0501560 26278 2830864 0.0092827 1318 142510 24960 2662076
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0602315 0.0755131 0.0500940 0.0500940 211682 2830864 0.0747765 10604 129822 201078 2489360
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0323436 0.0244562 0.0477401 0.0477401 70800 2830864 0.0250100 3380 134826 67420 2625238
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0189281 0.0115222 0.0529827 0.0529827 31029 2830864 0.0109610 1644 141037 29385 2658798
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 25 Ungated Ungated 0.0754669 0.1512961 0.0502711 0.0502711 424339 2830864 0.1498973 21332 119663 403007 2286862
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0425295 0.0384061 0.0476448 0.0476448 108994 2817387 0.0386862 5193 130020 103801 2578373
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.0218181 0.0139916 0.0495155 0.0495155 38392 2817387 0.0136268 1901 133966 36491 2645029
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0100053 0.0055662 0.0494088 0.0494088 15139 2817387 0.0053734 748 133634 14391 2668614
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0575188 0.0712255 0.0482362 0.0482362 196305 2817387 0.0696763 9469 123475 186836 2497607
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0055169 0.0029160 0.0510503 0.0510503 7522 2817387 0.0026698 384 131303 7138 2678562
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0196801 0.0123851 0.0478844 0.0478844 33915 2817387 0.0120377 1624 129501 32291 2653971
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0574275 0.0724920 0.0475469 0.0475469 206554 2817387 0.0733140 9821 125656 196733 2485177
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0265409 0.0186077 0.0462655 0.0462655 53755 2817387 0.0190797 2487 131167 51268 2632465
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0535246 0.0594837 0.0486507 0.0486507 167007 2817387 0.0592773 8125 128467 158882 2521913
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0165624 0.0100919 0.0461549 0.0461549 28946 2817387 0.0102741 1336 131047 27610 2657394
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0213557 0.0136167 0.0494748 0.0494748 37130 2817387 0.0131789 1837 133071 35293 2647186
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0053087 0.0027965 0.0522204 0.0522204 7296 2817387 0.0025896 381 135860 6915 2674231
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0533843 0.0608310 0.0475619 0.0475619 171797 2817387 0.0609774 8171 126152 163626 2519438
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0044596 0.0023559 0.0416723 0.0416723 7391 2817387 0.0026234 308 130430 7083 2679566
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0403728 0.0355421 0.0467231 0.0467231 100186 2817387 0.0355599 4681 127022 95505 2590179
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0794701 0.2414059 0.0475640 0.0475640 678706 2817387 0.2408991 32282 101443 646424 2037238
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0160322 0.0096336 0.0477434 0.0477434 27187 2817387 0.0096497 1298 133439 25889 2656761
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0591448 0.0754656 0.0486281 0.0486281 211647 2817387 0.0751217 10292 126088 201355 2479652
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0327571 0.0249543 0.0476594 0.0476594 70773 2817387 0.0251201 3373 131794 67400 2614820
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0185144 0.0113226 0.0507488 0.0507488 30917 2817387 0.0109736 1569 137004 29348 2649466
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 25 Ungated Ungated 0.0707747 0.1491396 0.0463960 0.0463960 422924 2817387 0.1501121 19622 111946 403302 2282517
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0420243 0.0391647 0.0453345 0.0453345 110534 2800058 0.0394756 5011 122936 105523 2566588
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.0215639 0.0140788 0.0460434 0.0460434 38985 2800058 0.0139229 1795 125702 37190 2635371
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0097861 0.0055077 0.0438433 0.0438433 15601 2800058 0.0055717 684 123505 14917 2660952
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0526407 0.0654197 0.0440383 0.0440383 186247 2800058 0.0665154 8202 117173 178045 2496638
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0544784 0.0703324 0.0444572 0.0444572 199158 2800058 0.0711264 8854 117034 190304 2483866
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0047493 0.0025181 0.0416778 0.0416778 7486 2800058 0.0026735 312 123590 7174 2668982
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0197996 0.0124903 0.0477316 0.0477316 33856 2800058 0.0120912 1616 127764 32240 2638438
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0563204 0.0743148 0.0453416 0.0453416 208815 2800058 0.0745752 9468 117936 199347 2473307
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0269833 0.0191949 0.0454076 0.0454076 54176 2800058 0.0193482 2460 125699 51716 2620183
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0516947 0.0587244 0.0461682 0.0461682 164464 2800058 0.0587359 7593 121706 156871 2513888
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0165447 0.0101792 0.0441594 0.0441594 29235 2800058 0.0104409 1291 125536 27944 2645287
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0211181 0.0136759 0.0463306 0.0463306 38031 2800058 0.0135822 1762 127078 36269 2634949
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0052156 0.0027608 0.0470541 0.0470541 7502 2800058 0.0026792 353 127507 7149 2665049
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0537010 0.0630283 0.0467784 0.0467784 172943 2800058 0.0617641 8090 120265 164853 2506850
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0050354 0.0026649 0.0455882 0.0455882 7480 2800058 0.0026714 341 127620 7139 2664958
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0385197 0.0344875 0.0436196 0.0436196 98740 2800058 0.0352636 4307 120579 94433 2580739
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0764682 0.2407663 0.0454520 0.0454520 672490 2800058 0.2401700 30566 96387 641924 2031181
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0160310 0.0097566 0.0449160 0.0449160 27095 2800058 0.0096766 1217 123519 25878 2649444
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0576132 0.0752209 0.0466852 0.0466852 208760 2800058 0.0745556 9746 119819 199014 2471479
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0324404 0.0250986 0.0458536 0.0458536 70398 2800058 0.0251416 3228 125385 67170 2604275
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0180934 0.0111775 0.0474562 0.0474562 30997 2800058 0.0110701 1471 130133 29526 2638928
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 25 Ungated Ungated 0.0677566 0.1453797 0.0441718 0.0441718 410805 2800058 0.1467130 18146 106672 392659 2282581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9947230 0.9915238 0.9979430 0.9979430 201263 1536957 0.1309490 200849 1717 414 1333977
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 2 CD19 CD19 0.9983666 0.9977000 0.9990342 0.9990342 174983 1536957 0.1138503 174814 403 169 1361571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 0.9228384 0.9147719 0.9310483 0.9310483 84697 1536957 0.0551069 78857 7347 5840 1444913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 0.9972212 0.9963771 0.9980667 0.9980667 686400 1536957 0.4465967 685073 2491 1327 848066
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 0.9721645 0.9771502 0.9672295 0.9672295 199356 1536957 0.1297082 192823 4509 6533 1333092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 0.9875665 0.9933005 0.9818983 0.9818983 190258 1536957 0.1237888 186814 1260 3444 1345439
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9942877 0.9900153 0.9985972 0.9985972 166811 1356644 0.1229586 166577 1680 234 1188153
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 2 CD19 CD19 0.9977809 0.9976261 0.9979358 0.9979358 128862 1356644 0.0949859 128596 306 266 1227476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 0.9514167 0.9639831 0.9391738 0.9391738 71844 1356644 0.0529572 67474 2521 4370 1282279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 0.9975929 0.9967745 0.9984127 0.9984127 605424 1356644 0.4462659 604463 1956 961 749264
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 0.9863669 0.9832570 0.9894965 0.9894965 201552 1356644 0.1485666 199435 3396 2117 1151696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 0.9882641 0.9935031 0.9830800 0.9830800 182151 1356644 0.1342659 179069 1171 3082 1173322
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9962692 0.9956501 0.9968891 0.9968891 154294 1408466 0.1095476 153814 672 480 1253500
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 2 CD19 CD19 0.9978303 0.9976239 0.9980369 0.9980369 159439 1408466 0.1132005 159126 379 313 1248648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 0.9329000 0.9628152 0.9047878 0.9047878 73604 1408466 0.0522583 66596 2572 7008 1332290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 0.9969598 0.9963597 0.9975606 0.9975606 661241 1408466 0.4694760 659628 2410 1613 744815
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 0.9806560 0.9708047 0.9907093 0.9907093 182655 1408466 0.1296836 180958 5442 1697 1220369
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 0.9898504 0.9908689 0.9888339 0.9888339 177233 1408466 0.1258341 175254 1615 1979 1229618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9954069 0.9931234 0.9977010 0.9977010 177033 1421911 0.1245036 176626 1223 407 1243655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 2 CD19 CD19 0.9980679 0.9979843 0.9981515 0.9981515 173113 1421911 0.1217467 172793 349 320 1248449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 0.9452731 0.9630869 0.9281063 0.9281063 65416 1421911 0.0460057 60713 2327 4703 1354168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 0.9976161 0.9973668 0.9978656 0.9978656 669963 1421911 0.4711708 668533 1765 1430 750183
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 0.9856157 0.9784803 0.9928559 0.9928559 180849 1421911 0.1271873 179557 3949 1292 1237113
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 0.9871937 0.9918741 0.9825572 0.9825572 155537 1421911 0.1093859 152824 1252 2713 1265122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9952271 0.9949792 0.9954752 0.9954752 204648 1404771 0.1456807 203722 1028 926 1199095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 2 CD19 CD19 0.9982240 0.9977503 0.9986982 0.9986982 162089 1404771 0.1153846 161878 365 211 1242317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 0.9608365 0.9743042 0.9477361 0.9477361 66853 1404771 0.0475900 63359 1671 3494 1336247
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 0.9978742 0.9973245 0.9984245 0.9984245 594739 1404771 0.4233708 593802 1593 937 808439
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 0.9886490 0.9836938 0.9936544 0.9936544 184381 1404771 0.1312534 183211 3037 1170 1217353
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 0.9887986 0.9912718 0.9863377 0.9863377 192061 1404771 0.1367205 189437 1668 2624 1211042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9771217 0.9630151 0.9916477 0.9916477 201263 1536957 0.1309490 199582 7665 1681 1328029
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 2 CD19 CD19 0.9903424 0.9813705 0.9994799 0.9994799 174983 1536957 0.1138503 174892 3320 91 1358654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 0.6226559 0.6038113 0.6427146 0.6427146 84697 1536957 0.0551069 54436 35718 30261 1416542
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 0.9672545 0.9663753 0.9681352 0.9681352 686400 1536957 0.4465967 664528 23122 21872 827435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 0.8977101 0.9405898 0.8585696 0.8585696 199356 1536957 0.1297082 171161 10811 28195 1326790
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 6 Ungated Ungated 0.9367949 0.9933029 0.8863701 0.8863701 190258 1536957 0.1237888 168639 1137 21619 1345562
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9410675 0.8992921 0.9869133 0.9869133 166811 1356644 0.1229586 164628 18436 2183 1171397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 0.9883078 0.9803543 0.9963915 0.9963915 128862 1356644 0.0949859 128397 2573 465 1225209
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 0.2632713 0.3351264 0.2167892 0.2167892 71844 1356644 0.0529572 15575 30900 56269 1253900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 0.9486910 0.9489411 0.9484411 0.9484411 605424 1356644 0.4462659 574209 30896 31215 720324
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 0.8368193 0.9231759 0.7652368 0.7652368 201552 1356644 0.1485666 154235 12835 47317 1142257
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 6 Ungated Ungated 0.7851538 1.0000000 0.6462989 0.6462989 182151 1356644 0.1342659 117724 0 64427 1174493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9062645 0.8539578 0.9653972 0.9653972 154294 1408466 0.1095476 148955 25474 5339 1228698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 2 CD19 CD19 0.9822971 0.9661527 0.9989902 0.9989902 159439 1408466 0.1132005 159278 5580 161 1243447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 0.3668560 0.2949055 0.4852454 0.4852454 73604 1408466 0.0522583 35716 85394 37888 1249468
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 0.9547183 0.9523585 0.9570898 0.9570898 661241 1408466 0.4694760 632867 31659 28374 715566
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 0.6389479 0.9963346 0.4702636 0.4702636 182655 1408466 0.1296836 85896 316 96759 1225495
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 6 Ungated Ungated 0.7072296 1.0000000 0.5470652 0.5470652 177233 1408466 0.1258341 96958 0 80275 1231233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9305891 0.8823303 0.9844323 0.9844323 177033 1421911 0.1245036 174277 23242 2756 1221636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 2 CD19 CD19 0.9523393 0.9096459 0.9992375 0.9992375 173113 1421911 0.1217467 172981 17182 132 1231616
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 0.7567235 0.7263780 0.7897151 0.7897151 65416 1421911 0.0460057 51660 19460 13756 1337035
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 0.9850363 0.9890114 0.9810930 0.9810930 669963 1421911 0.4711708 657296 7303 12667 744645
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 0.9562891 0.9538900 0.9587004 0.9587004 180849 1421911 0.1271873 173380 8381 7469 1232681
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 6 Ungated Ungated 0.7082119 0.9873301 0.5521259 0.5521259 155537 1421911 0.1093859 85876 1102 69661 1265272
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9576245 0.9279543 0.9892547 0.9892547 204648 1404771 0.1456807 202449 15718 2199 1184405
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 2 CD19 CD19 0.9877090 0.9761987 0.9994941 0.9994941 162089 1404771 0.1153846 162007 3950 82 1238732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 0.7393128 0.7568986 0.7225255 0.7225255 66853 1404771 0.0475900 48303 15514 18550 1322404
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 0.9675325 0.9725034 0.9626122 0.9626122 594739 1404771 0.4233708 572503 16187 22236 793845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 0.9587270 0.9403074 0.9778828 0.9778828 184381 1404771 0.1312534 180303 11446 4078 1208944
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 6 Ungated Ungated 0.9028933 0.9938259 0.8272059 0.8272059 192061 1404771 0.1367205 158874 987 33187 1211723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9765798 0.9932078 0.9604994 0.9604994 201263 1536957 0.1309490 193313 1322 7950 1334372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 0.9854693 0.9741588 0.9970454 0.9970454 174983 1536957 0.1138503 174466 4628 517 1357346
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 0.2112888 0.6393296 0.1265570 0.1265570 84697 1536957 0.0551069 10719 6047 73978 1446213
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 0.9788403 0.9674522 0.9904997 0.9904997 686400 1536957 0.4465967 679879 22873 6521 827684
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 0.8674062 0.7783820 0.9794237 0.9794237 199356 1536957 0.1297082 195254 55592 4102 1282009
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 0.9544218 0.9479737 0.9609583 0.9609583 190258 1536957 0.1237888 182830 10034 7428 1336665
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9804927 0.9664530 0.9949464 0.9949464 166811 1356644 0.1229586 165968 5761 843 1184072
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 0.9815548 0.9829565 0.9801571 0.9801571 128862 1356644 0.0949859 126305 2190 2557 1225592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 0.7236442 0.8021274 0.6591504 0.6591504 71844 1356644 0.0529572 47356 11682 24488 1273118
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 0.9793902 0.9638595 0.9954296 0.9954296 605424 1356644 0.4462659 602657 22597 2767 728623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 0.9621449 0.9835163 0.9416825 0.9416825 201552 1356644 0.1485666 189798 3181 11754 1151911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 0.9589925 0.9670274 0.9510900 0.9510900 182151 1356644 0.1342659 173242 5907 8909 1168586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9568799 0.9978119 0.9191738 0.9191738 154294 1408466 0.1095476 141823 311 12471 1253861
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 0.9845794 0.9880682 0.9811150 0.9811150 159439 1408466 0.1132005 156428 1889 3011 1247138
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 0.8388570 0.8113495 0.8682952 0.8682952 73604 1408466 0.0522583 63910 14860 9694 1320002
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 0.9846723 0.9725685 0.9970812 0.9970812 661241 1408466 0.4694760 659311 18596 1930 728629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 0.9597068 0.9902575 0.9309846 0.9309846 182655 1408466 0.1296836 170049 1673 12606 1224138
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 0.9266665 0.9205193 0.9328962 0.9328962 177233 1408466 0.1258341 165340 14276 11893 1216957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9706969 0.9960179 0.9466314 0.9466314 177033 1421911 0.1245036 167585 670 9448 1244208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 0.9860830 0.9827141 0.9894751 0.9894751 173113 1421911 0.1217467 171291 3013 1822 1245785
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 0.8346027 0.7752587 0.9037850 0.9037850 65416 1421911 0.0460057 59122 17139 6294 1339356
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 0.9898327 0.9829855 0.9967759 0.9967759 669963 1421911 0.4711708 667803 11559 2160 740389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 0.9511812 0.9955686 0.9105829 0.9105829 180849 1421911 0.1271873 164678 733 16171 1240329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 0.9323159 0.9241274 0.9406508 0.9406508 155537 1421911 0.1093859 146306 12012 9231 1254362
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9835375 0.9715802 0.9957928 0.9957928 204648 1404771 0.1456807 203787 5961 861 1194162
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 0.9915049 0.9907597 0.9922512 0.9922512 162089 1404771 0.1153846 160833 1500 1256 1241182
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 0.1339388 0.5145456 0.0769898 0.0769898 66853 1404771 0.0475900 5147 4856 61706 1333062
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 0.9839772 0.9756425 0.9924555 0.9924555 594739 1404771 0.4233708 590252 14736 4487 795296
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 0.8735369 0.7818047 0.9896573 0.9896573 184381 1404771 0.1312534 182474 50927 1907 1169463
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 0.9625225 0.9827942 0.9430702 0.9430702 192061 1404771 0.1367205 181127 3171 10934 1209539
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9463787 0.9837512 0.9117417 0.9117417 195891 1474730 0.1328318 178602 2950 17289 1275889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 2 CD19 CD19 0.9774295 0.9762517 0.9786102 0.9786102 173026 1474730 0.1173272 169325 4119 3701 1297585
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 0.3659617 0.4816722 0.2950764 0.2950764 64973 1474730 0.0440576 19172 20631 45801 1389126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 0.9775573 0.9767722 0.9783437 0.9783437 672507 1474730 0.4560204 657943 15646 14564 786577
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 0.8713644 0.8304913 0.9164690 0.9164690 182543 1474730 0.1237806 167295 34146 15248 1258041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 0.8902125 0.8486977 0.9359976 0.9359976 185790 1474730 0.1259824 173899 31002 11891 1257938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.8995604 0.9855905 0.8273434 0.8273434 163857 1277454 0.1282684 135566 1982 28291 1111615
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 2 CD19 CD19 0.9558441 0.9856287 0.9278068 0.9278068 124998 1277454 0.0978493 115974 1691 9024 1150765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 0.2850560 0.3630349 0.2346532 0.2346532 55891 1277454 0.0437519 13115 23011 42776 1198552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 4 CD4 CD4 0.9636941 0.9372373 0.9916881 0.9916881 600822 1277454 0.4703277 595828 39900 4994 636732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 0.8264245 0.9040833 0.7610518 0.7610518 153142 1277454 0.1198806 116549 12365 36593 1111947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 0.8413835 0.7602191 0.9419505 0.9419505 178744 1277454 0.1399221 168368 53105 10376 1045605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.8281595 0.9928605 0.7103267 0.7103267 148595 1336985 0.1111419 105551 759 43044 1187631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 0.9374637 0.9826028 0.8962897 0.8962897 153948 1336985 0.1151456 137982 2443 15966 1180594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 0.3313052 0.5192293 0.2432617 0.2432617 54057 1336985 0.0404320 13150 12176 40907 1270752
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 4 CD4 CD4 0.9122741 0.8444521 0.9919418 0.9919418 655604 1336985 0.4903600 650321 119789 5283 561592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 0.8369879 0.8613497 0.8139662 0.8139662 154988 1336985 0.1159235 126155 20307 28833 1161690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 0.7786890 0.8349601 0.7295236 0.7295236 169793 1336985 0.1269969 123868 24484 45925 1142708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8513848 0.9838679 0.7503466 0.7503466 172395 1366285 0.1261779 129356 2121 43039 1191769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 0.9521138 0.9727199 0.9323625 0.9323625 170719 1366285 0.1249512 159172 4464 11547 1191102
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 0.3888540 0.4878497 0.3232577 0.3232577 52602 1366285 0.0385000 17004 17851 35598 1295832
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 4 CD4 CD4 0.9119312 0.8494646 0.9843140 0.9843140 663587 1366285 0.4856871 653178 115751 10409 586947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 0.8149489 0.8639224 0.7712299 0.7712299 157914 1366285 0.1155791 121788 19183 36126 1189188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 0.7590468 0.8270486 0.7013779 0.7013779 149068 1366285 0.1091046 104553 21864 44515 1195353
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.9292426 0.9858577 0.8787769 0.8787769 201488 1306981 0.1541629 177063 2540 24425 1102953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 0.9655572 0.9767085 0.9546577 0.9546577 158792 1306981 0.1214953 151592 3615 7200 1144574
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 0.3499456 0.4763056 0.2765731 0.2765731 41320 1306981 0.0316148 11428 12565 29892 1253096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 4 CD4 CD4 0.9772565 0.9690092 0.9856454 0.9856454 582879 1306981 0.4459736 574512 18374 8367 705728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 0.8889454 0.8701146 0.9086093 0.9086093 138537 1306981 0.1059977 125876 18790 12661 1149654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 0.8775466 0.8220068 0.9411355 0.9411355 183965 1306981 0.1407557 173136 37490 10829 1085526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1463732 0.1304725 0.1666874 0.1666874 201263 1536957 0.1309490 33548 223579 167715 1112115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 0.1348630 0.1133601 0.1664333 0.1664333 174983 1536957 0.1138503 29123 227784 145860 1134190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 0.0821757 0.0547382 0.1647638 0.1647638 84697 1536957 0.0551069 13955 240986 70742 1211274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 0.2427033 0.4456275 0.1667643 0.1667643 686400 1536957 0.4465967 114467 142400 571933 708157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5 CD8 CD8 0.1461014 0.1296958 0.1672586 0.1672586 199356 1536957 0.1297082 33344 223750 166012 1113851
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 6 Ungated Ungated 0.1412626 0.1235331 0.1649339 0.1649339 190258 1536957 0.1237888 31380 222641 158878 1124058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1405783 0.1226056 0.1647253 0.1647253 166811 1356644 0.1229586 27478 196639 139333 993194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 0.1220004 0.0959277 0.1675358 0.1675358 128862 1356644 0.0949859 21589 203466 107273 1024316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 3 CD3+ CD3+ 0.0805449 0.0530061 0.1676410 0.1676410 71844 1356644 0.0529572 12044 215175 59800 1069625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 0.2427503 0.4456034 0.1668120 0.1668120 605424 1356644 0.4462659 100992 125649 504432 625571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 0.1558380 0.1471630 0.1655999 0.1655999 201552 1356644 0.1485666 33377 193426 168175 961666
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 0.1482932 0.1336940 0.1664718 0.1664718 182151 1356644 0.1342659 30323 196486 151828 978007
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1322979 0.1099905 0.1659559 0.1659559 154294 1408466 0.1095476 25606 207196 128688 1046976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 0.1351334 0.1132671 0.1674622 0.1674622 159439 1408466 0.1132005 26700 209026 132739 1040001
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 0.0785463 0.0516393 0.1639992 0.1639992 73604 1408466 0.0522583 12071 221685 61533 1113177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 0.2468005 0.4699459 0.1673414 0.1673414 661241 1408466 0.4694760 110653 124806 550588 622419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 0.1461974 0.1298590 0.1672388 0.1672388 182655 1408466 0.1296836 30547 204685 152108 1021126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 6 Ungated Ungated 0.1443725 0.1265144 0.1681007 0.1681007 177233 1408466 0.1258341 29793 205698 147440 1025535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1423277 0.1241649 0.1667147 0.1667147 177033 1421911 0.1245036 29514 208186 147519 1036692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 0.1405726 0.1214701 0.1668043 0.1668043 173113 1421911 0.1217467 28876 208845 144237 1039953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 3 CD3+ CD3+ 0.0708711 0.0452977 0.1627583 0.1627583 65416 1421911 0.0460057 10647 224398 54769 1132097
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 0.2450692 0.4704230 0.1656942 0.1656942 669963 1421911 0.4711708 111009 124968 558954 626980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5 CD8 CD8 0.1447668 0.1274036 0.1676094 0.1676094 180849 1421911 0.1271873 30312 207609 150537 1033453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 0.1324144 0.1095573 0.1673235 0.1673235 155537 1421911 0.1093859 26025 211522 129512 1054852
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1549904 0.1458013 0.1654157 0.1654157 204648 1404771 0.1456807 33852 198327 170796 1001796
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 0.1361848 0.1154275 0.1660446 0.1660446 162089 1404771 0.1153846 26914 206254 135175 1036428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 0.0739980 0.0475308 0.1669783 0.1669783 66853 1404771 0.0475900 11163 223695 55690 1114223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 0.2389606 0.4223630 0.1666126 0.1666126 594739 1404771 0.4233708 99091 135520 495648 674512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5 CD8 CD8 0.1474037 0.1315054 0.1676745 0.1676745 184381 1404771 0.1312534 30916 204177 153465 1016213
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 0.1495820 0.1359522 0.1662493 0.1662493 192061 1404771 0.1367205 31930 202932 160131 1009778
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9910913 0.9877943 0.9944103 0.9944103 201263 1536957 0.1309490 200138 2473 1125 1333221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 2 CD19 CD19 0.9902670 0.9862924 0.9942737 0.9942737 174983 1536957 0.1138503 173981 2418 1002 1359556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 3 CD3+ CD3+ 0.3129502 0.9328647 0.1880114 0.1880114 84697 1536957 0.0551069 15924 1146 68773 1451114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 4 CD4 CD4 0.9773144 0.9606376 0.9945804 0.9945804 686400 1536957 0.4465967 682680 27973 3720 822584
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5 CD8 CD8 0.9020001 0.8272206 0.9916431 0.9916431 199356 1536957 0.1297082 197690 41291 1666 1296310
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 6 Ungated Ungated 0.9662937 0.9638052 0.9687950 0.9687950 190258 1536957 0.1237888 184321 6922 5937 1339777
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9858704 0.9862710 0.9854702 0.9854702 210601 1471041 0.1431646 207541 2889 3060 1257551
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 2 CD19 CD19 0.9812201 0.9634293 0.9996802 0.9996802 175114 1471041 0.1190409 175058 6645 56 1289282
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 3 CD3+ CD3+ 0.1343686 0.8757079 0.0727670 0.0727670 82881 1471041 0.0563417 6031 856 76850 1387304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 4 CD4 CD4 0.9665455 0.9427875 0.9915319 0.9915319 607573 1471041 0.4130225 602428 36558 5145 826910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5 CD8 CD8 0.9004984 0.8252494 0.9908473 0.9908473 198192 1471041 0.1347291 196378 41584 1814 1231265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 6 Ungated Ungated 0.9627240 0.9666894 0.9587909 0.9587909 196680 1471041 0.1337012 188575 6498 8105 1267863
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9847085 0.9759077 0.9936695 0.9936695 166811 1356644 0.1229586 165755 4092 1056 1185741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 2 CD19 CD19 0.9867136 0.9752371 0.9984635 0.9984635 128862 1356644 0.0949859 128664 3267 198 1224515
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 3 CD3+ CD3+ 0.5408729 0.9442672 0.3789739 0.3789739 71844 1356644 0.0529572 27227 1607 44617 1283193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 4 CD4 CD4 0.9695681 0.9455440 0.9948449 0.9948449 605424 1356644 0.4462659 602303 34688 3121 716532
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5 CD8 CD8 0.9525379 0.9258510 0.9808089 0.9808089 201552 1356644 0.1485666 197684 15832 3868 1139260
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 6 Ungated Ungated 0.9536005 0.9715995 0.9362562 0.9362562 182151 1356644 0.1342659 170540 4985 11611 1169508
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9726052 0.9853179 0.9602165 0.9602165 177033 1421911 0.1245036 169990 2533 7043 1242345
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 2 CD19 CD19 0.9876060 0.9864847 0.9887299 0.9887299 173113 1421911 0.1217467 171162 2345 1951 1246453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 3 CD3+ CD3+ 0.7686240 0.8679067 0.6897242 0.6897242 65416 1421911 0.0460057 45119 6867 20297 1349628
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 4 CD4 CD4 0.9896499 0.9872640 0.9920473 0.9920473 669963 1421911 0.4711708 664635 8574 5328 743374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5 CD8 CD8 0.9549379 0.9269663 0.9846502 0.9846502 180849 1421911 0.1271873 178073 14030 2776 1227032
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 6 Ungated Ungated 0.9524768 0.9433294 0.9618033 0.9618033 155537 1421911 0.1093859 149596 8987 5941 1257387
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9012610 0.9644541 0.8458398 0.8458398 154294 1408466 0.1095476 130508 4810 23786 1249362
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 2 CD19 CD19 0.9868297 0.9764118 0.9974724 0.9974724 159439 1408466 0.1132005 159036 3842 403 1245185
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 3 CD3+ CD3+ 0.6654091 0.9089561 0.5247948 0.5247948 73604 1408466 0.0522583 38627 3869 34977 1330993
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 4 CD4 CD4 0.9750186 0.9537493 0.9972582 0.9972582 661241 1408466 0.4694760 659428 31978 1813 715247
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5 CD8 CD8 0.9574569 0.9370735 0.9787468 0.9787468 182655 1408466 0.1296836 178773 12005 3882 1213806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 6 Ungated Ungated 0.8934329 0.8733175 0.9144967 0.9144967 177233 1408466 0.1258341 162079 23511 15154 1207722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9745847 0.9610016 0.9885573 0.9885573 201263 1536957 0.1309490 198960 8074 2303 1327620
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 2 CD19 CD19 0.9866341 0.9740166 0.9995828 0.9995828 174983 1536957 0.1138503 174910 4666 73 1357308
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 3 CD3+ CD3+ 0.6456075 0.6492615 0.6419944 0.6419944 84697 1536957 0.0551069 54375 29374 30322 1422886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 4 CD4 CD4 0.9641090 0.9723513 0.9560052 0.9560052 686400 1536957 0.4465967 656202 18659 30198 831898
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 5 CD8 CD8 0.9135170 0.9150273 0.9120117 0.9120117 199356 1536957 0.1297082 181815 16884 17541 1320717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 6 Ungated Ungated 0.9317845 0.9923502 0.8781865 0.8781865 190258 1536957 0.1237888 167082 1288 23176 1345411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9751968 0.9599281 0.9909592 0.9909592 210601 1471041 0.1431646 208697 8712 1904 1251728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 2 CD19 CD19 0.9880453 0.9767163 0.9996402 0.9996402 175114 1471041 0.1190409 175051 4173 63 1291754
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 3 CD3+ CD3+ 0.6598274 0.8180001 0.5529132 0.5529132 82881 1471041 0.0563417 45826 10196 37055 1377964
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 4 CD4 CD4 0.9693168 0.9706365 0.9680006 0.9680006 607573 1471041 0.4130225 588131 17792 19442 845676
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 5 CD8 CD8 0.9387088 0.9098050 0.9695094 0.9695094 198192 1471041 0.1347291 192149 19049 6043 1253800
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 6 Ungated Ungated 0.9384473 0.9871483 0.8943258 0.8943258 196680 1471041 0.1337012 175896 2290 20784 1272071
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9196188 0.8628639 0.9843655 0.9843655 166811 1356644 0.1229586 164203 26097 2608 1163736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 2 CD19 CD19 0.9125440 0.8508980 0.9838199 0.9838199 128862 1356644 0.0949859 126777 22215 2085 1205567
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 3 CD3+ CD3+ 0.2048059 0.5287743 0.1269974 0.1269974 71844 1356644 0.0529572 9124 8131 62720 1276669
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 4 CD4 CD4 0.9491220 0.9506452 0.9476037 0.9476037 605424 1356644 0.4462659 573702 29785 31722 721435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 5 CD8 CD8 0.8963979 0.9089175 0.8842185 0.8842185 201552 1356644 0.1485666 178216 17859 23336 1137233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 6 Ungated Ungated 0.7195293 0.9999707 0.5619349 0.5619349 182151 1356644 0.1342659 102357 3 79794 1174490
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9182329 0.8714834 0.9702824 0.9702824 177033 1421911 0.1245036 171772 25331 5261 1219547
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 2 CD19 CD19 0.9823633 0.9666767 0.9985674 0.9985674 173113 1421911 0.1217467 172865 5959 248 1242839
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 3 CD3+ CD3+ 0.4801760 0.5960383 0.4020270 0.4020270 65416 1421911 0.0460057 26299 17824 39117 1338671
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 4 CD4 CD4 0.9811272 0.9938698 0.9687072 0.9687072 669963 1421911 0.4711708 648998 4003 20965 747945
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 5 CD8 CD8 0.8679831 0.9025479 0.8359681 0.8359681 180849 1421911 0.1271873 151184 16324 29665 1224738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 6 Ungated Ungated 0.6752812 0.9995714 0.5098658 0.5098658 155537 1421911 0.1093859 79303 34 76234 1266340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9129460 0.8636500 0.9682100 0.9682100 154294 1408466 0.1095476 149389 23585 4905 1230587
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 2 CD19 CD19 0.9835970 0.9690960 0.9985386 0.9985386 159439 1408466 0.1132005 159206 5077 233 1243950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 3 CD3+ CD3+ 0.4725933 0.3530624 0.7144856 0.7144856 73604 1408466 0.0522583 52589 96362 21015 1238500
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 4 CD4 CD4 0.9766892 0.9878720 0.9657568 0.9657568 661241 1408466 0.4694760 638598 7840 22643 739385
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 5 CD8 CD8 0.5979051 0.9966397 0.4270510 0.4270510 182655 1408466 0.1296836 78003 263 104652 1225548
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 6 Ungated Ungated 0.7192888 0.9996385 0.5617464 0.5617464 177233 1408466 0.1258341 99560 36 77673 1231197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.7617787 0.6591563 0.9022473 0.9022473 201263 1536957 0.1309490 181589 93898 19674 1241796
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 2 CD19 CD19 0.8488297 0.9104671 0.7950087 0.7950087 174983 1536957 0.1138503 139113 13680 35870 1348294
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 3 CD3+ CD3+ 0.0006845 0.8055556 0.0003424 0.0003424 84697 1536957 0.0551069 29 7 84668 1452253
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 4 CD4 CD4 0.7996407 0.8994684 0.7197582 0.7197582 686400 1536957 0.4465967 494042 55218 192358 795339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 5 CD8 CD8 0.5602964 0.4002874 0.9334156 0.9334156 199356 1536957 0.1297082 186082 278789 13274 1058812
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 6 Ungated Ungated 0.3245870 0.4890065 0.2429123 0.2429123 190258 1536957 0.1237888 46216 48294 144042 1298405
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.6166075 0.8386920 0.4875143 0.4875143 210601 1471041 0.1431646 102671 19747 107930 1240693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 2 CD19 CD19 0.6844198 0.5863742 0.8218361 0.8218361 175114 1471041 0.1190409 143915 101517 31199 1194410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 3 CD3+ CD3+ 0.0016376 0.4047619 0.0008205 0.0008205 82881 1471041 0.0563417 68 100 82813 1388060
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 4 CD4 CD4 0.8250547 0.7332113 0.9432019 0.9432019 607573 1471041 0.4130225 573064 208517 34509 654951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5 CD8 CD8 0.6523584 0.8738605 0.5204398 0.5204398 198192 1471041 0.1347291 103147 14889 95045 1257960
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 6 Ungated Ungated 0.4057378 0.3990295 0.4126754 0.4126754 196680 1471041 0.1337012 81165 122241 115515 1152120
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.8490948 0.8577213 0.8406400 0.8406400 166811 1356644 0.1229586 140228 23261 26583 1166572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 2 CD19 CD19 0.5183372 0.3526369 0.9777902 0.9777902 128862 1356644 0.0949859 126000 231308 2862 996474
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 3 CD3+ CD3+ 0.2242863 0.1647429 0.3512332 0.3512332 71844 1356644 0.0529572 25234 127938 46610 1156862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 4 CD4 CD4 0.9031960 0.8959100 0.9106015 0.9106015 605424 1356644 0.4462659 551300 64052 54124 687168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 5 CD8 CD8 0.1921991 0.8533839 0.1082946 0.1082946 201552 1356644 0.1485666 21827 3750 179725 1151342
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 6 Ungated Ungated 0.1960812 0.5258228 0.1205099 0.1205099 182151 1356644 0.1342659 21951 19795 160200 1154698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.8627317 0.9355084 0.8004609 0.8004609 177033 1421911 0.1245036 141708 9769 35325 1235109
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 2 CD19 CD19 0.7128189 0.8350607 0.6217962 0.6217962 173113 1421911 0.1217467 107641 21261 65472 1227537
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 3 CD3+ CD3+ 0.0493432 0.4265438 0.0261863 0.0261863 65416 1421911 0.0460057 1713 2303 63703 1354192
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 4 CD4 CD4 0.5984444 0.8288290 0.4682796 0.4682796 669963 1421911 0.4711708 313730 64792 356233 687156
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 5 CD8 CD8 0.5904803 0.4354069 0.9171187 0.9171187 180849 1421911 0.1271873 165860 215071 14989 1025991
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 6 Ungated Ungated 0.3465405 0.2445545 0.5944373 0.5944373 155537 1421911 0.1093859 92457 285606 63080 980768
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.8034528 0.8823862 0.7374817 0.7374817 154294 1408466 0.1095476 113789 15167 40505 1239005
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 2 CD19 CD19 0.7857851 0.9109622 0.6908536 0.6908536 159439 1408466 0.1132005 110149 10766 49290 1238261
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 3 CD3+ CD3+ 0.1122095 0.3014138 0.0689365 0.0689365 73604 1408466 0.0522583 5074 11760 68530 1323102
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 4 CD4 CD4 0.8394844 0.7334556 0.9813487 0.9813487 661241 1408466 0.4694760 648908 235819 12333 511406
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5 CD8 CD8 0.7674040 0.7268543 0.8127453 0.8127453 182655 1408466 0.1296836 148452 55787 34203 1170024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 6 Ungated Ungated 0.3721112 0.8106449 0.2414787 0.2414787 177233 1408466 0.1258341 42798 9997 134435 1221236
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9479357 0.9863473 0.9124036 0.9124036 195499 1394134 0.1402297 178374 2469 17125 1196166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 2 CD19 CD19 0.9741517 0.9736905 0.9746133 0.9746133 171980 1394134 0.1233597 167614 4529 4366 1217625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 3 CD3+ CD3+ 0.2825648 0.3436685 0.2399093 0.2399093 51607 1394134 0.0370172 12381 23645 39226 1318882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 4 CD4 CD4 0.9636187 0.9626939 0.9645454 0.9645454 650973 1394134 0.4669372 627893 24332 23080 718829
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5 CD8 CD8 0.8226327 0.8013365 0.8450917 0.8450917 143033 1394134 0.1025963 120876 29967 22157 1221134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 6 Ungated Ungated 0.8815075 0.8356726 0.9326620 0.9326620 181042 1394134 0.1298598 168851 33203 12191 1179889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9420084 0.9838738 0.9035604 0.9035604 204864 1381663 0.1482735 185107 3034 19757 1173765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 2 CD19 CD19 0.9576733 0.9552922 0.9600662 0.9600662 172686 1381663 0.1249842 165790 7759 6896 1201218
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 3 CD3+ CD3+ 0.2301923 0.4008975 0.1614470 0.1614470 61977 1381663 0.0448568 10006 14953 51971 1304733
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 4 CD4 CD4 0.9544770 0.9279014 0.9826198 0.9826198 602408 1381663 0.4360021 591938 45994 10470 733261
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 5 CD8 CD8 0.8335759 0.8963601 0.7790112 0.7790112 149270 1381663 0.1080365 116283 13445 32987 1218948
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 6 Ungated Ungated 0.8439490 0.7754691 0.9256949 0.9256949 190458 1381663 0.1378469 176306 51048 14152 1140157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.8969233 0.9580217 0.8431508 0.8431508 163297 1295398 0.1260593 137684 6033 25613 1126068
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 2 CD19 CD19 0.9541436 0.9857611 0.9244913 0.9244913 124383 1295398 0.0960191 114991 1661 9392 1169354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 3 CD3+ CD3+ 0.2488810 0.2731525 0.2285710 0.2285710 61062 1295398 0.0471376 13957 37139 47105 1197197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 4 CD4 CD4 0.9611404 0.9365390 0.9870692 0.9870692 600658 1295398 0.4636861 592891 40175 7767 654565
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 5 CD8 CD8 0.7768974 0.8816479 0.6943949 0.6943949 169382 1295398 0.1307567 117618 15789 51764 1110227
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 6 Ungated Ungated 0.8214202 0.7442794 0.9164006 0.9164006 176616 1295398 0.1363411 161851 55609 14765 1063173
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8411570 0.9793006 0.7371692 0.7371692 172320 1364702 0.1262693 127029 2685 45291 1189697
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 2 CD19 CD19 0.9434226 0.9710124 0.9173572 0.9173572 171001 1364702 0.1253028 156869 4683 14132 1189018
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 3 CD3+ CD3+ 0.3469938 0.4709904 0.2746796 0.2746796 52665 1364702 0.0385908 14466 16248 38199 1295789
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 4 CD4 CD4 0.8957675 0.8213270 0.9850466 0.9850466 663595 1364702 0.4862563 653672 142201 9923 558906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 5 CD8 CD8 0.7981978 0.8647281 0.7411735 0.7411735 156800 1364702 0.1148969 116216 18180 40584 1189722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 6 Ungated Ungated 0.7264375 0.8422897 0.6386014 0.6386014 148321 1364702 0.1086838 94718 17735 53603 1198646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8375355 0.9826040 0.7297915 0.7297915 147908 1348638 0.1096721 107942 1911 39966 1198819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 2 CD19 CD19 0.9467440 0.9819843 0.9139455 0.9139455 153333 1348638 0.1136947 140138 2571 13195 1192734
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 3 CD3+ CD3+ 0.2851613 0.4562549 0.2073907 0.2073907 59318 1348638 0.0439836 12302 14661 47016 1274659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 4 CD4 CD4 0.9317271 0.8837840 0.9851702 0.9851702 656042 1348638 0.4864478 646313 84989 9729 607607
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 5 CD8 CD8 0.8414136 0.7755021 0.9195698 0.9195698 165858 1348638 0.1229819 152518 44152 13340 1138628
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 6 Ungated Ungated 0.7681049 0.8362347 0.7102402 0.7102402 166179 1348638 0.1232199 118027 23114 48152 1159345
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1460477 0.1301897 0.1663048 0.1663048 201263 1536957 0.1309490 33471 223623 167792 1112071
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 2 CD19 CD19 0.1354100 0.1137803 0.1671934 0.1671934 174983 1536957 0.1138503 29256 227871 145727 1134103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 3 CD3+ CD3+ 0.0828562 0.0550861 0.1670897 0.1670897 84697 1536957 0.0551069 14152 242755 70545 1209505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 4 CD4 CD4 0.2427033 0.4456275 0.1667643 0.1667643 686400 1536957 0.4465967 114467 142400 571933 708157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 5 CD8 CD8 0.1463096 0.1303596 0.1667068 0.1667068 199356 1536957 0.1297082 33234 221707 166122 1115894
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 6 Ungated Ungated 0.1412626 0.1235331 0.1649339 0.1649339 190258 1536957 0.1237888 31380 222641 158878 1124058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1541540 0.1435551 0.1664427 0.1664427 210601 1471041 0.1431646 35053 209125 175548 1051315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 2 CD19 CD19 0.1397184 0.1196017 0.1679706 0.1679706 175114 1471041 0.1190409 29414 216519 145700 1079408
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 3 CD3+ CD3+ 0.0841091 0.0562274 0.1668416 0.1668416 82881 1471041 0.0563417 13828 232102 69053 1156058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 4 CD4 CD4 0.2374131 0.4121371 0.1667289 0.1667289 607573 1471041 0.4130225 101300 144492 506273 718976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 5 CD8 CD8 0.1489113 0.1351494 0.1657938 0.1657938 198192 1471041 0.1347291 32859 210272 165333 1062577
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 6 Ungated Ungated 0.1497300 0.1347017 0.1685326 0.1685326 196680 1471041 0.1337012 33147 212930 163533 1061431
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1405783 0.1226056 0.1647253 0.1647253 166811 1356644 0.1229586 27478 196639 139333 993194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 2 CD19 CD19 0.1208216 0.0947342 0.1667365 0.1667365 128862 1356644 0.0949859 21486 205317 107376 1022465
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 3 CD3+ CD3+ 0.0805449 0.0530061 0.1676410 0.1676410 71844 1356644 0.0529572 12044 215175 59800 1069625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 4 CD4 CD4 0.2427503 0.4456034 0.1668120 0.1668120 605424 1356644 0.4462659 100992 125649 504432 625571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 5 CD8 CD8 0.1577455 0.1489623 0.1676292 0.1676292 201552 1356644 0.1485666 33786 193023 167766 962069
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 6 Ungated Ungated 0.1475420 0.1334785 0.1649181 0.1649181 182151 1356644 0.1342659 30040 195015 152111 979478
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1418672 0.1237585 0.1661837 0.1661837 177033 1421911 0.1245036 29420 208301 147613 1036577
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 2 CD19 CD19 0.1407710 0.1220204 0.1663307 0.1663307 173113 1421911 0.1217467 28794 207183 144319 1041615
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 3 CD3+ CD3+ 0.0725135 0.0462347 0.1680017 0.1680017 65416 1421911 0.0460057 10990 226710 54426 1129785
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 4 CD4 CD4 0.2462783 0.4704332 0.1668003 0.1668003 669963 1421911 0.4711708 111750 125797 558213 626151
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5 CD8 CD8 0.1447668 0.1274036 0.1676094 0.1676094 180849 1421911 0.1271873 30312 207609 150537 1033453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 6 Ungated Ungated 0.1309021 0.1087622 0.1643596 0.1643596 155537 1421911 0.1093859 25564 209481 129973 1056893
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1322979 0.1099905 0.1659559 0.1659559 154294 1408466 0.1095476 25606 207196 128688 1046976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 2 CD19 CD19 0.1353666 0.1135145 0.1676378 0.1676378 159439 1408466 0.1132005 26728 208731 132711 1040296
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 3 CD3+ CD3+ 0.0785463 0.0516393 0.1639992 0.1639992 73604 1408466 0.0522583 12071 221685 61533 1113177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 4 CD4 CD4 0.2457185 0.4682186 0.1665656 0.1665656 661241 1408466 0.4694760 110140 125092 551101 622133
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 5 CD8 CD8 0.1461969 0.1297396 0.1674359 0.1674359 182655 1408466 0.1296836 30583 205143 152072 1020668
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 6 Ungated Ungated 0.1443725 0.1265144 0.1681007 0.1681007 177233 1408466 0.1258341 29793 205698 147440 1025535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9925449 0.9898644 0.9952401 0.9952401 201263 1536957 0.1309490 200305 2051 958 1333643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 2 CD19 CD19 0.9952457 0.9921736 0.9983370 0.9983370 174983 1536957 0.1138503 174692 1378 291 1360596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD3+ CD3+ 0.8702045 0.8856801 0.8552605 0.8552605 84697 1536957 0.0551069 72438 9350 12259 1442910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD4 CD4 0.9938519 0.9907089 0.9970149 0.9970149 686400 1536957 0.4465967 684351 6418 2049 844139
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD8 CD8 0.9601413 0.9657125 0.9546339 0.9546339 199356 1536957 0.1297082 190312 6757 9044 1330844
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 6 Ungated Ungated 0.9829546 0.9864747 0.9794595 0.9794595 190258 1536957 0.1237888 186350 2555 3908 1344144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9921982 0.9913398 0.9930580 0.9930580 210601 1471041 0.1431646 209139 1827 1462 1258613
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 2 CD19 CD19 0.9949330 0.9913763 0.9985153 0.9985153 175114 1471041 0.1190409 174854 1521 260 1294406
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD3+ CD3+ 0.8501643 0.9124486 0.7958398 0.7958398 82881 1471041 0.0563417 65960 6329 16921 1381831
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD4 CD4 0.9911571 0.9873553 0.9949883 0.9949883 607573 1471041 0.4130225 604528 7742 3045 855726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD8 CD8 0.9629444 0.9484011 0.9779406 0.9779406 198192 1471041 0.1347291 193820 10545 4372 1262304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 6 Ungated Ungated 0.9841923 0.9890028 0.9794285 0.9794285 196680 1471041 0.1337012 192634 2142 4046 1272219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9921340 0.9873715 0.9969426 0.9969426 166811 1356644 0.1229586 166301 2127 510 1187706
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 2 CD19 CD19 0.9956318 0.9945563 0.9967097 0.9967097 128862 1356644 0.0949859 128438 703 424 1227079
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 3 CD3+ CD3+ 0.7879903 0.9160473 0.6913451 0.6913451 71844 1356644 0.0529572 49669 4552 22175 1280248
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 4 CD4 CD4 0.9860642 0.9751552 0.9972201 0.9972201 605424 1356644 0.4462659 603741 15382 1683 735838
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5 CD8 CD8 0.9704132 0.9617478 0.9792361 0.9792361 201552 1356644 0.1485666 197367 7850 4185 1147242
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 6 Ungated Ungated 0.9822784 0.9867323 0.9778645 0.9778645 182151 1356644 0.1342659 178119 2395 4032 1172098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9930679 0.9908175 0.9953286 0.9953286 177033 1421911 0.1245036 176206 1633 827 1243245
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 2 CD19 CD19 0.9954083 0.9940036 0.9968171 0.9968171 173113 1421911 0.1217467 172562 1041 551 1247757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 3 CD3+ CD3+ 0.8877297 0.9235586 0.8545769 0.8545769 65416 1421911 0.0460057 55903 4627 9513 1351868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 4 CD4 CD4 0.9953515 0.9959412 0.9947624 0.9947624 669963 1421911 0.4711708 666454 2716 3509 749232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5 CD8 CD8 0.9725964 0.9587582 0.9868398 0.9868398 180849 1421911 0.1271873 178469 7677 2380 1233385
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 6 Ungated Ungated 0.9814870 0.9843878 0.9786032 0.9786032 155537 1421911 0.1093859 152209 2414 3328 1263960
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9912392 0.9936244 0.9888654 0.9888654 154294 1408466 0.1095476 152576 979 1718 1253193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 2 CD19 CD19 0.9952998 0.9931740 0.9974348 0.9974348 159439 1408466 0.1132005 159030 1093 409 1247934
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 3 CD3+ CD3+ 0.8777279 0.9367852 0.8256752 0.8256752 73604 1408466 0.0522583 60773 4101 12831 1330761
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 4 CD4 CD4 0.9947134 0.9929371 0.9964960 0.9964960 661241 1408466 0.4694760 658924 4687 2317 742538
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 5 CD8 CD8 0.9677692 0.9511215 0.9850100 0.9850100 182655 1408466 0.1296836 179917 9246 2738 1216565
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 6 Ungated Ungated 0.9833085 0.9835667 0.9830506 0.9830506 177233 1408466 0.1258341 174229 2911 3004 1228322
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9767651 0.9607695 0.9933023 0.9933023 201263 1536957 0.1309490 199915 8163 1348 1327531
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 2 CD19 CD19 0.9799047 0.9611026 0.9994571 0.9994571 174983 1536957 0.1138503 174888 7078 95 1354896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD3+ CD3+ 0.6803159 0.6787847 0.6818541 0.6818541 84697 1536957 0.0551069 57751 27329 26946 1424931
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD4 CD4 0.9684992 0.9754355 0.9616608 0.9616608 686400 1536957 0.4465967 660084 16623 26316 833934
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD8 CD8 0.9339839 0.9617028 0.9078182 0.9078182 199356 1536957 0.1297082 180979 7207 18377 1330394
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 6 Ungated Ungated 0.9480894 0.9923737 0.9075886 0.9075886 190258 1536957 0.1237888 172676 1327 17582 1345372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9418047 0.8940853 0.9949051 0.9949051 210601 1471041 0.1431646 209528 24821 1073 1235619
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD19 CD19 0.9405498 0.8948011 0.9912286 0.9912286 175114 1471041 0.1190409 173578 20407 1536 1275520
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD3+ CD3+ 0.4084136 0.3368603 0.5185628 0.5185628 82881 1471041 0.0563417 42979 84608 39902 1303552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD4 CD4 0.9297459 0.9628055 0.8988813 0.8988813 607573 1471041 0.4130225 546136 21098 61437 842370
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD8 CD8 0.6692738 0.9947251 0.5042837 0.5042837 198192 1471041 0.1347291 99945 530 98247 1272319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 6 Ungated Ungated 0.7892629 1.0000000 0.6518863 0.6518863 196680 1471041 0.1337012 128213 0 68467 1274361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9455668 0.9093219 0.9848211 0.9848211 166811 1356644 0.1229586 164279 16382 2532 1173451
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 2 CD19 CD19 0.9867782 0.9764542 0.9973227 0.9973227 128862 1356644 0.0949859 128517 3099 345 1224683
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 3 CD3+ CD3+ 0.3349166 0.4750825 0.2586159 0.2586159 71844 1356644 0.0529572 18580 20529 53264 1264271
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 4 CD4 CD4 0.9507580 0.9551114 0.9464441 0.9464441 605424 1356644 0.4462659 573000 26930 32424 724290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5 CD8 CD8 0.8606340 0.9308609 0.8002600 0.8002600 201552 1356644 0.1485666 161294 11980 40258 1143112
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 6 Ungated Ungated 0.7879427 1.0000000 0.6500870 0.6500870 182151 1356644 0.1342659 118414 0 63737 1174493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9352595 0.8792480 0.9988929 0.9988929 177033 1421911 0.1245036 176837 24286 196 1220592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 2 CD19 CD19 0.9264575 0.8675554 0.9939404 0.9939404 173113 1421911 0.1217467 172064 26268 1049 1222530
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 3 CD3+ CD3+ 0.7716935 0.7624590 0.7811545 0.7811545 65416 1421911 0.0460057 51100 15920 14316 1340575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 4 CD4 CD4 0.9862490 0.9904236 0.9821095 0.9821095 669963 1421911 0.4711708 657977 6362 11986 745586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5 CD8 CD8 0.9564209 0.9509317 0.9619738 0.9619738 180849 1421911 0.1271873 173972 8977 6877 1232085
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 6 Ungated Ungated 0.6989243 0.9885710 0.5405466 0.5405466 155537 1421911 0.1093859 84075 972 71462 1265402
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9112907 0.8621828 0.9663305 0.9663305 154294 1408466 0.1095476 149099 23833 5195 1230339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 2 CD19 CD19 0.9822971 0.9661527 0.9989902 0.9989902 159439 1408466 0.1132005 159278 5580 161 1243447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 3 CD3+ CD3+ 0.5204612 0.4132644 0.7027471 0.7027471 73604 1408466 0.0522583 51725 73437 21879 1261425
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 4 CD4 CD4 0.9805907 0.9925041 0.9689599 0.9689599 661241 1408466 0.4694760 640716 4839 20525 742386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5 CD8 CD8 0.7074707 0.9970330 0.5482467 0.5482467 182655 1408466 0.1296836 100140 298 82515 1225513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 6 Ungated Ungated 0.7168373 1.0000000 0.5586488 0.5586488 177233 1408466 0.1258341 99011 0 78222 1231233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes NA NA 0.0000000 0.0000000 201263 1536957 0.1309490 0 0 201263 1335694
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD19 CD19 0.0000114 0.2000000 0.0000057 0.0000057 174983 1536957 0.1138503 1 4 174982 1361970
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD3+ CD3+ NA 0.0000000 0.0000000 0.0000000 84697 1536957 0.0551069 0 3 84697 1452257
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 4 CD4 CD4 0.6174503 0.4466026 1.0000000 1.0000000 686400 1536957 0.4465967 686400 850537 0 20
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD8 CD8 NA 0.0000000 0.0000000 0.0000000 199356 1536957 0.1297082 0 11 199356 1337590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 6 Ungated Ungated 0.0000105 1.0000000 0.0000053 0.0000053 190258 1536957 0.1237888 1 0 190257 1346699
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9493411 0.9443941 0.9543402 0.9543402 210601 1471041 0.1431646 200985 11834 9616 1248606
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD19 CD19 0.9467262 0.9654499 0.9287150 0.9287150 175114 1471041 0.1190409 162631 5820 12483 1290107
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 3 CD3+ CD3+ 0.0988490 0.5912698 0.0539327 0.0539327 82881 1471041 0.0563417 4470 3090 78411 1385070
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 4 CD4 CD4 0.9502547 0.9255577 0.9763057 0.9763057 607573 1471041 0.4130225 593177 47709 14396 815759
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD8 CD8 0.8661567 0.8074390 0.9340841 0.9340841 198192 1471041 0.1347291 185128 44150 13064 1228699
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 Ungated Ungated 0.8275597 0.7975732 0.8598892 0.8598892 196680 1471041 0.1337012 169123 42924 27557 1231437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9324590 0.9646735 0.9023266 0.9023266 166811 1356644 0.1229586 150518 5512 16293 1184321
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 2 CD19 CD19 0.9543004 0.9479758 0.9607099 0.9607099 128862 1356644 0.0949859 123799 6794 5063 1220988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 3 CD3+ CD3+ 0.3458971 0.3921904 0.3093787 0.3093787 71844 1356644 0.0529572 22227 34447 49617 1250353
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 4 CD4 CD4 0.9543808 0.9215718 0.9896122 0.9896122 605424 1356644 0.4462659 599135 50988 6289 700232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5 CD8 CD8 0.8529065 0.8613256 0.8446505 0.8446505 201552 1356644 0.1485666 170241 27409 31311 1127683
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 6 Ungated Ungated 0.8156906 0.8565234 0.7785738 0.7785738 182151 1356644 0.1342659 141818 23756 40333 1150737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.8942288 0.9904113 0.8150740 0.8150740 177033 1421911 0.1245036 144295 1397 32738 1243481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 2 CD19 CD19 0.9296959 0.8786328 0.9870605 0.9870605 173113 1421911 0.1217467 170873 23603 2240 1225195
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 3 CD3+ CD3+ 0.0802049 0.5395012 0.0433227 0.0433227 65416 1421911 0.0460057 2834 2419 62582 1354076
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 4 CD4 CD4 0.9470325 0.9275532 0.9673475 0.9673475 669963 1421911 0.4711708 648087 50619 21876 701329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5 CD8 CD8 0.8496092 0.7482790 0.9826817 0.9826817 180849 1421911 0.1271873 177717 59784 3132 1181278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 6 Ungated Ungated 0.7666419 0.8083232 0.7290484 0.7290484 155537 1421911 0.1093859 113394 26889 42143 1239485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.8735450 0.9903724 0.7813719 0.7813719 154294 1408466 0.1095476 120561 1172 33733 1253000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 2 CD19 CD19 0.9538339 0.9415478 0.9664448 0.9664448 159439 1408466 0.1132005 154089 9566 5350 1239461
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 3 CD3+ CD3+ 0.0628510 0.7659574 0.0327700 0.0327700 73604 1408466 0.0522583 2412 737 71192 1334125
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 4 CD4 CD4 0.9349400 0.8832074 0.9931099 0.9931099 661241 1408466 0.4694760 656685 86838 4556 660387
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5 CD8 CD8 0.8559750 0.8151066 0.9011579 0.9011579 182655 1408466 0.1296836 164601 37337 18054 1188474
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 6 Ungated Ungated 0.7937595 0.8000493 0.7875678 0.7875678 177233 1408466 0.1258341 139583 34885 37650 1196348
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9438620 0.9889305 0.9027222 0.9027222 195358 1487478 0.1313351 176354 1974 19004 1290146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 2 CD19 CD19 0.9773684 0.9775293 0.9772075 0.9772075 173171 1487478 0.1164192 169224 3890 3947 1310417
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 3 CD3+ CD3+ 0.3708703 0.4663830 0.3078287 0.3078287 70510 1487478 0.0474024 21705 24834 48805 1392134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 4 CD4 CD4 0.9776704 0.9784849 0.9768571 0.9768571 672648 1487478 0.4522070 657081 14448 15567 800382
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 5 CD8 CD8 0.8567117 0.8181530 0.8990846 0.8990846 189426 1487478 0.1273471 170310 37854 19116 1260198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 6 Ungated Ungated 0.8842640 0.8348697 0.9398707 0.9398707 186365 1487478 0.1252892 175159 34645 11206 1266468
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9468785 0.9927396 0.9050676 0.9050676 205915 1378493 0.1493769 186367 1363 19548 1171215
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 2 CD19 CD19 0.9714687 0.9711148 0.9718229 0.9718229 171416 1378493 0.1243503 166586 4955 4830 1202122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 3 CD3+ CD3+ 0.2308155 0.4221907 0.1588226 0.1588226 58027 1378493 0.0420945 9216 12613 48811 1307853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 4 CD4 CD4 0.9603657 0.9433156 0.9780434 0.9780434 599001 1378493 0.4345332 585849 35204 13152 744288
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 5 CD8 CD8 0.8590977 0.8772191 0.8417098 0.8417098 154103 1378493 0.1117909 129710 18155 24393 1206235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 6 Ungated Ungated 0.8377705 0.7672874 0.9225126 0.9225126 190031 1378493 0.1378542 175306 53169 14725 1135293
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.9017971 0.9831625 0.8328697 0.8328697 163914 1286106 0.1274498 136519 2338 27395 1119854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 2 CD19 CD19 0.9560505 0.9862939 0.9276067 0.9276067 125053 1286106 0.0972338 116000 1612 9053 1159441
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 3 CD3+ CD3+ 0.2926934 0.3394780 0.2572420 0.2572420 58202 1286106 0.0452544 14972 29131 43230 1198773
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 4 CD4 CD4 0.9653262 0.9416578 0.9902150 0.9902150 601021 1286106 0.4673184 595140 36873 5881 648212
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 5 CD8 CD8 0.8160412 0.9021025 0.7449704 0.7449704 158958 1286106 0.1235963 118419 12851 40539 1114297
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 6 Ungated Ungated 0.8391237 0.7573959 0.9406229 0.9406229 178958 1286106 0.1391472 168332 53919 10626 1053229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8510316 0.9868631 0.7480679 0.7480679 172221 1368039 0.1258890 128833 1715 43388 1194103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 2 CD19 CD19 0.9523379 0.9727532 0.9327620 0.9327620 170707 1368039 0.1247823 159229 4460 11478 1192872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 3 CD3+ CD3+ 0.3966159 0.4732360 0.3413491 0.3413491 53561 1368039 0.0391517 18283 20351 35278 1294127
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 4 CD4 CD4 0.9090500 0.8448809 0.9837677 0.9837677 663924 1368039 0.4853107 653147 119917 10777 584198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5 CD8 CD8 0.8048889 0.8617648 0.7550558 0.7550558 158779 1368039 0.1160632 119887 19231 38892 1190029
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 6 Ungated Ungated 0.7510420 0.8300050 0.6857982 0.6857982 148847 1368039 0.1088032 102079 20907 46768 1198285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8242993 0.9849478 0.7087067 0.7087067 149207 1343879 0.1110271 105744 1616 43463 1193056
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 2 CD19 CD19 0.9390874 0.9840902 0.8980206 0.8980206 153737 1343879 0.1143979 138059 2232 15678 1187910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 3 CD3+ CD3+ 0.3440303 0.5146253 0.2583792 0.2583792 55972 1343879 0.0416496 14462 13640 41510 1274267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 4 CD4 CD4 0.9177744 0.8552209 0.9902008 0.9902008 655767 1343879 0.4879658 649341 109926 6426 578186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5 CD8 CD8 0.8645631 0.8631602 0.8659706 0.8659706 159092 1343879 0.1183827 137769 21841 21323 1162946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 6 Ungated Ungated 0.7811231 0.8356974 0.7332397 0.7332397 170104 1343879 0.1265769 124727 24522 45377 1149253
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1460477 0.1301897 0.1663048 0.1663048 201263 1536957 0.1309490 33471 223623 167792 1112071
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 2 CD19 CD19 0.1355424 0.1139383 0.1672562 0.1672562 174983 1536957 0.1138503 29267 227600 145716 1134374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 3 CD3+ CD3+ 0.0828562 0.0550861 0.1670897 0.1670897 84697 1536957 0.0551069 14152 242755 70545 1209505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 4 CD4 CD4 0.2412090 0.4464946 0.1652375 0.1652375 686400 1536957 0.4465967 113419 140602 572981 709955
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5 CD8 CD8 0.1463096 0.1303596 0.1667068 0.1667068 199356 1536957 0.1297082 33234 221707 166122 1115894
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 6 Ungated Ungated 0.1415962 0.1231843 0.1664792 0.1664792 190258 1536957 0.1237888 31674 225453 158584 1121246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1541540 0.1435551 0.1664427 0.1664427 210601 1471041 0.1431646 35053 209125 175548 1051315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 2 CD19 CD19 0.1388766 0.1189095 0.1669027 0.1669027 175114 1471041 0.1190409 29227 216565 145887 1079362
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 3 CD3+ CD3+ 0.0841091 0.0562274 0.1668416 0.1668416 82881 1471041 0.0563417 13828 232102 69053 1156058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 4 CD4 CD4 0.2361197 0.4130859 0.1653036 0.1653036 607573 1471041 0.4130225 100434 142697 507139 720771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5 CD8 CD8 0.1500073 0.1354475 0.1680744 0.1680744 198192 1471041 0.1347291 33311 212622 164881 1060227
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 6 Ungated Ungated 0.1497300 0.1347017 0.1685326 0.1685326 196680 1471041 0.1337012 33147 212930 163533 1061431
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1406585 0.1220542 0.1659543 0.1659543 166811 1356644 0.1229586 27683 199126 139128 990707
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 2 CD19 CD19 0.1220004 0.0959277 0.1675358 0.1675358 128862 1356644 0.0949859 21589 203466 107273 1024316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 3 CD3+ CD3+ 0.0797798 0.0525258 0.1658176 0.1658176 71844 1356644 0.0529572 11913 214890 59931 1069910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 4 CD4 CD4 0.2413552 0.4466729 0.1653502 0.1653502 605424 1356644 0.4462659 100107 124010 505317 627210
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5 CD8 CD8 0.1574430 0.1487286 0.1672422 0.1672422 201552 1356644 0.1485666 33708 192933 167844 962159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 6 Ungated Ungated 0.1498986 0.1350327 0.1684427 0.1684427 182151 1356644 0.1342659 30682 196537 151469 977956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1423531 0.1241378 0.1668333 0.1668333 177033 1421911 0.1245036 29535 208386 147498 1036492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 2 CD19 CD19 0.1405726 0.1214701 0.1668043 0.1668043 173113 1421911 0.1217467 28876 208845 144237 1039953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 3 CD3+ CD3+ 0.0727284 0.0463782 0.1684145 0.1684145 65416 1421911 0.0460057 11017 226530 54399 1129965
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 4 CD4 CD4 0.2449349 0.4715437 0.1654330 0.1654330 669963 1421911 0.4711708 110834 124211 559129 627737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5 CD8 CD8 0.1446091 0.1273159 0.1673385 0.1673385 180849 1421911 0.1271873 30263 207437 150586 1033625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 6 Ungated Ungated 0.1322813 0.1097353 0.1664877 0.1664877 155537 1421911 0.1093859 25895 210082 129642 1056292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1314702 0.1087619 0.1661633 0.1661633 154294 1408466 0.1095476 25638 210088 128656 1044084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 2 CD19 CD19 0.1347198 0.1130161 0.1667409 0.1667409 159439 1408466 0.1132005 26585 208647 132854 1040380
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 3 CD3+ CD3+ 0.0795872 0.0522313 0.1671105 0.1671105 73604 1408466 0.0522583 12300 223191 61304 1111671
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 4 CD4 CD4 0.2445028 0.4694891 0.1652922 0.1652922 661241 1408466 0.4694760 109298 123504 551943 623721
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 5 CD8 CD8 0.1465198 0.1300906 0.1676987 0.1676987 182655 1408466 0.1296836 30631 204828 152024 1020983
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 6 Ungated Ungated 0.1422714 0.1250706 0.1649580 0.1649580 177233 1408466 0.1258341 29236 204520 147997 1026713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9943500 0.9909935 0.9977293 0.9977293 201263 1536957 0.1309490 200806 1825 457 1333869
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 2 CD19 CD19 0.9981669 0.9974378 0.9988970 0.9988970 174983 1536957 0.1138503 174790 449 193 1361525
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD3+ CD3+ 0.9135023 0.9013758 0.9259596 0.9259596 84697 1536957 0.0551069 78426 8581 6271 1443679
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD4 CD4 0.9966797 0.9958346 0.9975262 0.9975262 686400 1536957 0.4465967 684702 2864 1698 847693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD8 CD8 0.9695361 0.9764443 0.9627250 0.9627250 199356 1536957 0.1297082 191925 4630 7431 1332971
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 6 Ungated Ungated 0.9867933 0.9928282 0.9808313 0.9808313 190258 1536957 0.1237888 186611 1348 3647 1345351
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9945863 0.9920959 0.9970893 0.9970893 210601 1471041 0.1431646 209988 1673 613 1258767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 2 CD19 CD19 0.9981996 0.9975136 0.9988864 0.9988864 175114 1471041 0.1190409 174919 436 195 1295491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD3+ CD3+ 0.9178869 0.9534340 0.8848952 0.8848952 82881 1471041 0.0563417 73341 3582 9540 1384578
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD4 CD4 0.9957508 0.9946837 0.9968201 0.9968201 607573 1471041 0.4130225 605641 3237 1932 860231
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD8 CD8 0.9751290 0.9647188 0.9857663 0.9857663 198192 1471041 0.1347291 195371 7145 2821 1265704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 6 Ungated Ungated 0.9863808 0.9888303 0.9839435 0.9839435 196680 1471041 0.1337012 193522 2186 3158 1272175
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9935276 0.9891267 0.9979678 0.9979678 166811 1356644 0.1229586 166472 1830 339 1188003
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 2 CD19 CD19 0.9975490 0.9970386 0.9980599 0.9980599 128862 1356644 0.0949859 128612 382 250 1227400
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 3 CD3+ CD3+ 0.9331806 0.9423118 0.9242247 0.9242247 71844 1356644 0.0529572 66400 4065 5444 1280735
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 4 CD4 CD4 0.9970928 0.9957337 0.9984556 0.9984556 605424 1356644 0.4462659 604489 2590 935 748630
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5 CD8 CD8 0.9810271 0.9802641 0.9817913 0.9817913 201552 1356644 0.1485666 197882 3984 3670 1151108
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 6 Ungated Ungated 0.9868955 0.9929642 0.9809005 0.9809005 182151 1356644 0.1342659 178672 1266 3479 1173227
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9946564 0.9915132 0.9978196 0.9978196 177033 1421911 0.1245036 176647 1512 386 1243366
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 2 CD19 CD19 0.9975576 0.9971315 0.9979840 0.9979840 173113 1421911 0.1217467 172764 497 349 1248301
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 3 CD3+ CD3+ 0.9226390 0.9471473 0.8993671 0.8993671 65416 1421911 0.0460057 58833 3283 6583 1353212
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 4 CD4 CD4 0.9969431 0.9966910 0.9971954 0.9971954 669963 1421911 0.4711708 668084 2218 1879 749730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5 CD8 CD8 0.9798405 0.9705651 0.9892949 0.9892949 180849 1421911 0.1271873 178913 5426 1936 1235636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 6 Ungated Ungated 0.9856469 0.9914268 0.9799340 0.9799340 155537 1421911 0.1093859 152416 1318 3121 1265056
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9955981 0.9951436 0.9960530 0.9960530 154294 1408466 0.1095476 153685 750 609 1253422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 2 CD19 CD19 0.9972497 0.9972466 0.9972529 0.9972529 159439 1408466 0.1132005 159001 439 438 1248588
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 3 CD3+ CD3+ 0.9175069 0.9500895 0.8870849 0.8870849 73604 1408466 0.0522583 65293 3430 8311 1331432
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 4 CD4 CD4 0.9966013 0.9960992 0.9971039 0.9971039 661241 1408466 0.4694760 659326 2582 1915 744643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5 CD8 CD8 0.9757027 0.9643291 0.9873477 0.9873477 182655 1408466 0.1296836 180344 6671 2311 1219140
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 6 Ungated Ungated 0.9886272 0.9894317 0.9878239 0.9878239 177233 1408466 0.1258341 175075 1870 2158 1229363
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9776937 0.9641270 0.9916477 0.9916477 201263 1536957 0.1309490 199582 7426 1681 1328268
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 2 CD19 CD19 0.9903312 0.9813485 0.9994799 0.9994799 174983 1536957 0.1138503 174892 3324 91 1358650
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD3+ CD3+ 0.6308756 0.6264435 0.6353708 0.6353708 84697 1536957 0.0551069 53814 32090 30883 1420170
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD4 CD4 0.9672581 0.9665946 0.9679225 0.9679225 686400 1536957 0.4465967 664382 22961 22018 827596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD8 CD8 0.9071780 0.9393412 0.8771444 0.8771444 199356 1536957 0.1297082 174864 11292 24492 1326309
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 6 Ungated Ungated 0.9382860 0.9925932 0.8896131 0.8896131 190258 1536957 0.1237888 169256 1263 21002 1345436
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9548716 0.9146296 0.9988177 0.9988177 210601 1471041 0.1431646 210352 19634 249 1240806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD19 CD19 0.9406075 0.8948451 0.9913028 0.9913028 175114 1471041 0.1190409 173591 20399 1523 1275528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD3+ CD3+ 0.4008604 0.3143333 0.5531183 0.5531183 82881 1471041 0.0563417 45843 99999 37038 1288161
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD4 CD4 0.9372419 0.9683445 0.9080752 0.9080752 607573 1471041 0.4130225 551722 18036 55851 845432
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD8 CD8 0.5955888 0.9951556 0.4249617 0.4249617 198192 1471041 0.1347291 84224 410 113968 1272439
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 6 Ungated Ungated 0.7884388 1.0000000 0.6507627 0.6507627 196680 1471041 0.1337012 127992 0 68688 1274361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9425317 0.9019900 0.9868894 0.9868894 166811 1356644 0.1229586 164624 17888 2187 1171945
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 2 CD19 CD19 0.9884481 0.9803523 0.9966786 0.9966786 128862 1356644 0.0949859 128434 2574 428 1225208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 3 CD3+ CD3+ 0.2619063 0.3202987 0.2215216 0.2215216 71844 1356644 0.0529572 15915 33773 55929 1251027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 4 CD4 CD4 0.9494174 0.9501603 0.9486756 0.9486756 605424 1356644 0.4462659 574351 30127 31073 721093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5 CD8 CD8 0.8280968 0.9217614 0.7517117 0.7517117 201552 1356644 0.1485666 151509 12860 50043 1142232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 6 Ungated Ungated 0.7904418 1.0000000 0.6534963 0.6534963 182151 1356644 0.1342659 119035 0 63116 1174493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9289973 0.8818988 0.9814102 0.9814102 177033 1421911 0.1245036 173742 23267 3291 1221611
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 2 CD19 CD19 0.9489553 0.9035101 0.9992144 0.9992144 173113 1421911 0.1217467 172977 18473 136 1230325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 3 CD3+ CD3+ 0.7602679 0.7322807 0.7904794 0.7904794 65416 1421911 0.0460057 51710 18905 13706 1337590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 4 CD4 CD4 0.9854889 0.9895130 0.9814975 0.9814975 669963 1421911 0.4711708 657567 6969 12396 744979
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5 CD8 CD8 0.9563387 0.9541804 0.9585068 0.9585068 180849 1421911 0.1271873 173345 8324 7504 1232738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 6 Ungated Ungated 0.7084012 0.9873466 0.5523509 0.5523509 155537 1421911 0.1093859 85911 1101 69626 1265273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9062645 0.8539578 0.9653972 0.9653972 154294 1408466 0.1095476 148955 25474 5339 1228698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 2 CD19 CD19 0.9822971 0.9661527 0.9989902 0.9989902 159439 1408466 0.1132005 159278 5580 161 1243447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 3 CD3+ CD3+ 0.3745425 0.3049678 0.4852454 0.4852454 73604 1408466 0.0522583 35716 81398 37888 1253464
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 4 CD4 CD4 0.9547183 0.9523585 0.9570898 0.9570898 661241 1408466 0.4694760 632867 31659 28374 715566
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5 CD8 CD8 0.6474569 0.9906276 0.4808738 0.4808738 182655 1408466 0.1296836 87834 831 94821 1224980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 6 Ungated Ungated 0.7072296 1.0000000 0.5470652 0.5470652 177233 1408466 0.1258341 96958 0 80275 1231233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9660408 0.9950699 0.9386574 0.9386574 201263 1536957 0.1309490 188917 936 12346 1334758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD19 CD19 0.9773114 0.9803122 0.9743289 0.9743289 174983 1536957 0.1138503 170491 3424 4492 1358550
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD3+ CD3+ 0.2705220 0.6456960 0.1711041 0.1711041 84697 1536957 0.0551069 14492 7952 70205 1444308
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 4 CD4 CD4 0.9780939 0.9782157 0.9779720 0.9779720 686400 1536957 0.4465967 671280 14949 15120 835608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD8 CD8 0.8685924 0.7742077 0.9891852 0.9891852 199356 1536957 0.1297082 197200 57512 2156 1280089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 Ungated Ungated 0.9228420 0.8798545 0.9702457 0.9702457 190258 1536957 0.1237888 184597 25207 5661 1321492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9473432 0.9990362 0.9007365 0.9007365 210601 1471041 0.1431646 189696 183 20905 1260257
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 2 CD19 CD19 0.9804749 0.9661709 0.9952088 0.9952088 175114 1471041 0.1190409 174275 6102 839 1289825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD3+ CD3+ 0.0220358 0.7955326 0.0111726 0.0111726 82881 1471041 0.0563417 926 238 81955 1387922
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD4 CD4 0.9672823 0.9451522 0.9904736 0.9904736 607573 1471041 0.4130225 601785 34922 5788 828546
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD8 CD8 0.8741738 0.7845488 0.9869167 0.9869167 198192 1471041 0.1347291 195599 53715 2593 1219134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 Ungated Ungated 0.9092766 0.8732631 0.9483882 0.9483882 196680 1471041 0.1337012 186529 27071 10151 1247290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9700047 0.9945583 0.9466342 0.9466342 166811 1356644 0.1229586 157909 864 8902 1188969
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 2 CD19 CD19 0.9668423 0.9464198 0.9881656 0.9881656 128862 1356644 0.0949859 127337 7209 1525 1220573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 3 CD3+ CD3+ 0.2297355 0.5264050 0.1469295 0.1469295 71844 1356644 0.0529572 10556 9497 61288 1275303
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 4 CD4 CD4 0.9749671 0.9760338 0.9739026 0.9739026 605424 1356644 0.4462659 589624 14478 15800 736742
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5 CD8 CD8 0.8793146 0.7948983 0.9837908 0.9837908 201552 1356644 0.1485666 198285 51162 3267 1103930
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 6 Ungated Ungated 0.9228556 0.9044396 0.9420371 0.9420371 182151 1356644 0.1342659 171593 18130 10558 1156363
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9546480 0.9982923 0.9146600 0.9146600 177033 1421911 0.1245036 161925 277 15108 1244601
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 2 CD19 CD19 0.9827713 0.9799884 0.9855701 0.9855701 173113 1421911 0.1217467 170615 3484 2498 1245314
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 3 CD3+ CD3+ 0.6056352 0.5855828 0.6271096 0.6271096 65416 1421911 0.0460057 41023 29032 24393 1327463
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 4 CD4 CD4 0.9846625 0.9761944 0.9932787 0.9932787 669963 1421911 0.4711708 665460 16228 4503 735720
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5 CD8 CD8 0.8917881 0.9150420 0.8696869 0.8696869 180849 1421911 0.1271873 157282 14603 23567 1226459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 6 Ungated Ungated 0.9086574 0.8905804 0.9274835 0.9274835 155537 1421911 0.1093859 144258 17724 11279 1248650
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9462424 0.9826684 0.9124204 0.9124204 154294 1408466 0.1095476 140781 2483 13513 1251689
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 2 CD19 CD19 0.9775543 0.9851032 0.9701202 0.9701202 159439 1408466 0.1132005 154675 2339 4764 1246688
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 3 CD3+ CD3+ 0.4822689 0.7348466 0.3589071 0.3589071 73604 1408466 0.0522583 26417 9532 47187 1325330
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 4 CD4 CD4 0.9676896 0.9404184 0.9965897 0.9965897 661241 1408466 0.4694760 658986 41751 2255 705474
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5 CD8 CD8 0.9014560 0.8431778 0.9683885 0.9683885 182655 1408466 0.1296836 176881 32898 5774 1192913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 6 Ungated Ungated 0.8700480 0.9117689 0.8319782 0.8319782 177233 1408466 0.1258341 147454 14269 29779 1216964
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9461901 0.9837804 0.9113668 0.9113668 195931 1473864 0.1329370 178565 2944 17366 1274989
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 2 CD19 CD19 0.9775527 0.9764480 0.9786598 0.9786598 173054 1473864 0.1174152 169361 4085 3693 1296725
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 3 CD3+ CD3+ 0.3793425 0.4865471 0.3108504 0.3108504 64864 1473864 0.0440095 20163 21278 44701 1387722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 4 CD4 CD4 0.9768768 0.9769886 0.9767651 0.9767651 672995 1473864 0.4566195 657358 15483 15637 785386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5 CD8 CD8 0.8744232 0.8337980 0.9192100 0.9192100 181223 1473864 0.1229577 166582 33205 14641 1259436
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 6 Ungated Ungated 0.8907963 0.8493898 0.9364468 0.9364468 185797 1473864 0.1260612 173989 30851 11808 1257216
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9452165 0.9920680 0.9025907 0.9025907 206469 1394404 0.1480697 186357 1490 20112 1186445
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 2 CD19 CD19 0.9715452 0.9752692 0.9678495 0.9678495 172190 1394404 0.1234865 166654 4226 5536 1217988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 3 CD3+ CD3+ 0.2723827 0.3940905 0.2081113 0.2081113 64922 1394404 0.0465590 13511 20773 51411 1308709
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 4 CD4 CD4 0.9579923 0.9335435 0.9837561 0.9837561 602133 1394404 0.4318211 592352 42168 9781 750103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5 CD8 CD8 0.8235730 0.8732673 0.7792300 0.7792300 157005 1394404 0.1125965 122343 17755 34662 1219644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 6 Ungated Ungated 0.8547579 0.7886275 0.9329942 0.9329942 191685 1394404 0.1374673 178841 47934 12844 1154785
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.9023554 0.9855508 0.8321126 0.8321126 163693 1266355 0.1292631 136211 1997 27482 1100665
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 2 CD19 CD19 0.9562070 0.9856134 0.9285045 0.9285045 124917 1266355 0.0986430 115986 1693 8931 1139745
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 3 CD3+ CD3+ 0.3234137 0.4182971 0.2636168 0.2636168 52068 1266355 0.0411164 13726 19088 38342 1195199
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 4 CD4 CD4 0.9643159 0.9396121 0.9903538 0.9903538 599302 1266355 0.4732496 593521 38145 5781 628908
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5 CD8 CD8 0.8361385 0.9082038 0.7746691 0.7746691 148009 1266355 0.1168780 114658 11589 33351 1106757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 6 Ungated Ungated 0.8433512 0.7639539 0.9411659 0.9411659 178366 1266355 0.1408499 167872 51869 10494 1036120
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8546975 0.9850018 0.7548408 0.7548408 172182 1365149 0.1261269 129970 1979 42212 1190988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 2 CD19 CD19 0.9533905 0.9726342 0.9348936 0.9348936 170659 1365149 0.1250113 159548 4489 11111 1190001
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 3 CD3+ CD3+ 0.3935937 0.4878468 0.3298633 0.3298633 52449 1365149 0.0384200 17301 18163 35148 1294537
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 4 CD4 CD4 0.9158427 0.8561712 0.9844550 0.9844550 663493 1365149 0.4860224 653179 109728 10314 591928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5 CD8 CD8 0.8226543 0.8653547 0.7839699 0.7839699 157441 1365149 0.1153288 123429 19205 34012 1188503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 6 Ungated Ungated 0.7633742 0.8252236 0.7101494 0.7101494 148925 1365149 0.1090907 105759 22399 43166 1193825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8258679 0.9922252 0.7072841 0.7072841 148680 1334086 0.1114471 105159 824 43521 1184582
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 2 CD19 CD19 0.9360941 0.9824662 0.8939023 0.8939023 154075 1334086 0.1154911 137728 2458 16347 1177553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 3 CD3+ CD3+ 0.3272756 0.5322416 0.2362831 0.2362831 52818 1334086 0.0395912 12480 10968 40338 1270300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 4 CD4 CD4 0.9069742 0.8353088 0.9920907 0.9920907 655308 1334086 0.4912037 650125 128180 5183 550598
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5 CD8 CD8 0.8263889 0.8627343 0.7929821 0.7929821 153494 1334086 0.1150556 121718 19366 31776 1161226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 6 Ungated Ungated 0.7725888 0.8381720 0.7165240 0.7165240 169711 1334086 0.1272114 121602 23478 48109 1140897
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1461769 0.1309970 0.1653359 0.1653359 201263 1536957 0.1309490 33276 220745 167987 1114949
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 2 CD19 CD19 0.1348564 0.1137087 0.1656675 0.1656675 174983 1536957 0.1138503 28989 225952 145994 1136022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 3 CD3+ CD3+ 0.0832380 0.0553300 0.1679516 0.1679516 84697 1536957 0.0551069 14225 242869 70472 1209391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 4 CD4 CD4 0.2439761 0.4476348 0.1676850 0.1676850 686400 1536957 0.4465967 115099 142028 571301 708529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5 CD8 CD8 0.1458103 0.1294872 0.1668422 0.1668422 199356 1536957 0.1297082 33261 223606 166095 1113995
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 6 Ungated Ungated 0.1427214 0.1242084 0.1677196 0.1677196 190258 1536957 0.1237888 31910 224997 158348 1121702
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1541540 0.1435551 0.1664427 0.1664427 210601 1471041 0.1431646 35053 209125 175548 1051315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 2 CD19 CD19 0.1392812 0.1191985 0.1675023 0.1675023 175114 1471041 0.1190409 29332 216745 145782 1079182
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 3 CD3+ CD3+ 0.0841091 0.0562274 0.1668416 0.1668416 82881 1471041 0.0563417 13828 232102 69053 1156058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 4 CD4 CD4 0.2378730 0.4127669 0.1670795 0.1670795 607573 1471041 0.4130225 101513 144420 506060 719048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5 CD8 CD8 0.1489603 0.1345365 0.1668483 0.1668483 198192 1471041 0.1347291 33068 212724 165124 1060125
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 6 Ungated Ungated 0.1473087 0.1332368 0.1647041 0.1647041 196680 1471041 0.1337012 32394 210737 164286 1063624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1413141 0.1225294 0.1669015 0.1669015 166811 1356644 0.1229586 27841 199378 138970 990455
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 2 CD19 CD19 0.1206741 0.0946431 0.1664571 0.1664571 128862 1356644 0.0949859 21450 205191 107412 1022591
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 3 CD3+ CD3+ 0.0797798 0.0525258 0.1658176 0.1658176 71844 1356644 0.0529572 11913 214890 59931 1069910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 4 CD4 CD4 0.2436217 0.4469620 0.1674446 0.1674446 605424 1356644 0.4462659 101375 125434 504049 625786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 5 CD8 CD8 0.1565066 0.1486277 0.1652675 0.1652675 201552 1356644 0.1485666 33310 190807 168242 964285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 6 Ungated Ungated 0.1475420 0.1334785 0.1649181 0.1649181 182151 1356644 0.1342659 30040 195015 152111 979478
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1423531 0.1241378 0.1668333 0.1668333 177033 1421911 0.1245036 29535 208386 147498 1036492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 2 CD19 CD19 0.1407710 0.1220204 0.1663307 0.1663307 173113 1421911 0.1217467 28794 207183 144319 1041615
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 3 CD3+ CD3+ 0.0721060 0.0459741 0.1670692 0.1670692 65416 1421911 0.0460057 10929 226792 54487 1129703
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 4 CD4 CD4 0.2449349 0.4715437 0.1654330 0.1654330 669963 1421911 0.4711708 110834 124211 559129 627737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5 CD8 CD8 0.1440932 0.1268970 0.1666805 0.1666805 180849 1421911 0.1271873 30144 207403 150705 1033659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 6 Ungated Ungated 0.1311423 0.1084771 0.1657805 0.1657805 155537 1421911 0.1093859 25785 211915 129752 1054459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1330643 0.1101721 0.1679651 0.1679651 154294 1408466 0.1095476 25916 209316 128378 1044856
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 2 CD19 CD19 0.1351334 0.1132671 0.1674622 0.1674622 159439 1408466 0.1132005 26700 209026 132739 1040001
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 3 CD3+ CD3+ 0.0795872 0.0522313 0.1671105 0.1671105 73604 1408466 0.0522583 12300 223191 61304 1111671
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 4 CD4 CD4 0.2468005 0.4699459 0.1673414 0.1673414 661241 1408466 0.4694760 110653 124806 550588 622419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 5 CD8 CD8 0.1451847 0.1295479 0.1651146 0.1651146 182655 1408466 0.1296836 30159 202643 152496 1023168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 6 Ungated Ungated 0.1422714 0.1250706 0.1649580 0.1649580 177233 1408466 0.1258341 29236 204520 147997 1026713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9914890 0.9888746 0.9941172 0.9941172 201263 1536957 0.1309490 200079 2251 1184 1333443
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 2 CD19 CD19 0.9941042 0.9890154 0.9992456 0.9992456 174983 1536957 0.1138503 174851 1942 132 1360032
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 3 CD3+ CD3+ 0.8270495 0.8469563 0.8080570 0.8080570 84697 1536957 0.0551069 68440 12367 16257 1439893
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 4 CD4 CD4 0.9914306 0.9879226 0.9949636 0.9949636 686400 1536957 0.4465967 682943 8349 3457 842208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5 CD8 CD8 0.9498684 0.9526433 0.9471097 0.9471097 199356 1536957 0.1297082 188812 9386 10544 1328215
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 6 Ungated Ungated 0.9812306 0.9883490 0.9742140 0.9742140 190258 1536957 0.1237888 185352 2185 4906 1344514
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9914802 0.9910850 0.9918756 0.9918756 210601 1471041 0.1431646 208890 1879 1711 1258561
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 2 CD19 CD19 0.9929922 0.9875188 0.9985267 0.9985267 175114 1471041 0.1190409 174856 2210 258 1293717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 3 CD3+ CD3+ 0.8173536 0.9273279 0.7306982 0.7306982 82881 1471041 0.0563417 60561 4746 22320 1383414
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 4 CD4 CD4 0.9890103 0.9815038 0.9966325 0.9966325 607573 1471041 0.4130225 605527 11411 2046 852057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5 CD8 CD8 0.9589118 0.9408757 0.9776530 0.9776530 198192 1471041 0.1347291 193763 12176 4429 1260673
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 6 Ungated Ungated 0.9800461 0.9842120 0.9759152 0.9759152 196680 1471041 0.1337012 191943 3079 4737 1271282
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9887543 0.9860837 0.9914394 0.9914394 166811 1356644 0.1229586 165383 2334 1428 1187499
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 2 CD19 CD19 0.9901841 0.9824015 0.9980910 0.9980910 128862 1356644 0.0949859 128616 2304 246 1225478
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 3 CD3+ CD3+ 0.7342080 0.8975483 0.6211653 0.6211653 71844 1356644 0.0529572 44627 5094 27217 1279706
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 4 CD4 CD4 0.9823187 0.9679073 0.9971656 0.9971656 605424 1356644 0.4462659 603708 20017 1716 731203
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5 CD8 CD8 0.9654655 0.9605909 0.9703898 0.9703898 201552 1356644 0.1485666 195584 8024 5968 1147068
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 6 Ungated Ungated 0.9802536 0.9834985 0.9770300 0.9770300 182151 1356644 0.1342659 177967 2986 4184 1171507
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9907890 0.9908758 0.9907023 0.9907023 177033 1421911 0.1245036 175387 1615 1646 1243263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 2 CD19 CD19 0.9915319 0.9911513 0.9919128 0.9919128 173113 1421911 0.1217467 171713 1533 1400 1247265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 3 CD3+ CD3+ 0.8575748 0.9270918 0.7977559 0.7977559 65416 1421911 0.0460057 52186 4104 13230 1352391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 4 CD4 CD4 0.9944314 0.9938295 0.9950341 0.9950341 669963 1421911 0.4711708 666636 4139 3327 747809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5 CD8 CD8 0.9669643 0.9450947 0.9898700 0.9898700 180849 1421911 0.1271873 179017 10400 1832 1230662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 6 Ungated Ungated 0.9786366 0.9797591 0.9775166 0.9775166 155537 1421911 0.1093859 152040 3141 3497 1263233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9897319 0.9886758 0.9907903 0.9907903 154294 1408466 0.1095476 152873 1751 1421 1252421
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 2 CD19 CD19 0.9935123 0.9891271 0.9979365 0.9979365 159439 1408466 0.1132005 159110 1749 329 1247278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 3 CD3+ CD3+ 0.8591723 0.9251469 0.8019809 0.8019809 73604 1408466 0.0522583 59029 4776 14575 1330086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 4 CD4 CD4 0.9935452 0.9935798 0.9935107 0.9935107 661241 1408466 0.4694760 656950 4245 4291 742980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5 CD8 CD8 0.9652325 0.9423508 0.9892530 0.9892530 182655 1408466 0.1296836 180692 11054 1963 1214757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 6 Ungated Ungated 0.9817297 0.9845038 0.9789712 0.9789712 177233 1408466 0.1258341 173506 2731 3727 1228502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9763845 0.9603770 0.9929346 0.9929346 201263 1536957 0.1309490 199841 8245 1422 1327449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 2 CD19 CD19 0.9889534 0.9786628 0.9994628 0.9994628 174983 1536957 0.1138503 174889 3813 94 1358161
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 3 CD3+ CD3+ 0.5918299 0.5361902 0.6603540 0.6603540 84697 1536957 0.0551069 55930 48380 28767 1403880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 4 CD4 CD4 0.9658848 0.9675488 0.9642264 0.9642264 686400 1536957 0.4465967 661845 22198 24555 828359
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5 CD8 CD8 0.8706387 0.9541237 0.8005879 0.8005879 199356 1536957 0.1297082 159602 7674 39754 1329927
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 6 Ungated Ungated 0.9383023 0.9936131 0.8888246 0.8888246 190258 1536957 0.1237888 169106 1087 21152 1345612
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9533333 0.9153938 0.9945537 0.9945537 210601 1471041 0.1431646 209454 19359 1147 1241081
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 2 CD19 CD19 0.9910983 0.9859455 0.9963053 0.9963053 175114 1471041 0.1190409 174467 2487 647 1293440
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 3 CD3+ CD3+ 0.4099371 0.3402761 0.5154619 0.5154619 82881 1471041 0.0563417 42722 82829 40159 1305331
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 4 CD4 CD4 0.9378484 0.9633161 0.9136927 0.9136927 607573 1471041 0.4130225 555135 21140 52438 842328
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5 CD8 CD8 0.6712797 0.9945128 0.5066198 0.5066198 198192 1471041 0.1347291 100408 554 97784 1272295
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 6 Ungated Ungated 0.7924334 1.0000000 0.6562233 0.6562233 196680 1471041 0.1337012 129066 0 67614 1274361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9442851 0.9053080 0.9867695 0.9867695 166811 1356644 0.1229586 164604 17217 2207 1172616
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 2 CD19 CD19 0.9830094 0.9692403 0.9971753 0.9971753 128862 1356644 0.0949859 128498 4078 364 1223704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 3 CD3+ CD3+ 0.4662191 0.4537562 0.4793859 0.4793859 71844 1356644 0.0529572 34441 41461 37403 1243339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 4 CD4 CD4 0.9771942 0.9917856 0.9630259 0.9630259 605424 1356644 0.4462659 583039 4829 22385 746391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5 CD8 CD8 0.8289864 0.9369993 0.7433020 0.7433020 201552 1356644 0.1485666 149814 10073 51738 1145019
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 6 Ungated Ungated 0.7348336 0.9997543 0.5809027 0.5809027 182151 1356644 0.1342659 105812 26 76339 1174467
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9427849 0.9039612 0.9850932 0.9850932 177033 1421911 0.1245036 174394 18528 2639 1226350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 2 CD19 CD19 0.9854504 0.9738824 0.9972966 0.9972966 173113 1421911 0.1217467 172645 4630 468 1244168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 3 CD3+ CD3+ 0.5336976 0.6953896 0.4330133 0.4330133 65416 1421911 0.0460057 28326 12408 37090 1344087
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 4 CD4 CD4 0.9802327 0.9941122 0.9667355 0.9667355 669963 1421911 0.4711708 647677 3836 22286 748112
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5 CD8 CD8 0.9144819 0.9526908 0.8792197 0.8792197 180849 1421911 0.1271873 159006 7896 21843 1233166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 6 Ungated Ungated 0.6761749 0.9996352 0.5108688 0.5108688 155537 1421911 0.1093859 79459 29 76078 1266345
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9038477 0.8496760 0.9653972 0.9653972 154294 1408466 0.1095476 148955 26353 5339 1227819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 2 CD19 CD19 0.9822971 0.9661527 0.9989902 0.9989902 159439 1408466 0.1132005 159278 5580 161 1243447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 3 CD3+ CD3+ 0.3806759 0.3138622 0.4836286 0.4836286 73604 1408466 0.0522583 35597 77819 38007 1257043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 4 CD4 CD4 0.9549395 0.9530673 0.9568191 0.9568191 661241 1408466 0.4694760 632688 31156 28553 716069
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5 CD8 CD8 0.6754086 0.9959131 0.5109688 0.5109688 182655 1408466 0.1296836 93331 383 89324 1225428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 6 Ungated Ungated 0.7097378 1.0000000 0.5500725 0.5500725 177233 1408466 0.1258341 97491 0 79742 1231233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9131553 0.9916558 0.8461714 0.8461714 201263 1536957 0.1309490 170303 1433 30960 1334261
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 2 CD19 CD19 0.7228200 0.9731751 0.5749187 0.5749187 174983 1536957 0.1138503 100601 2773 74382 1359201
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 3 CD3+ CD3+ 0.0000236 0.0909091 0.0000118 0.0000118 84697 1536957 0.0551069 1 10 84696 1452250
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 4 CD4 CD4 0.9280909 0.9546262 0.9029910 0.9029910 686400 1536957 0.4465967 619813 29460 66587 821097
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5 CD8 CD8 0.8509613 0.7876031 0.9254048 0.9254048 199356 1536957 0.1297082 184485 49751 14871 1287850
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 6 Ungated Ungated 0.6367280 0.4784670 0.9514291 0.9514291 190258 1536957 0.1237888 181017 197310 9241 1149389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9269334 0.9865121 0.8741411 0.8741411 210601 1471041 0.1431646 184095 2517 26506 1257923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 2 CD19 CD19 0.8300178 0.9600765 0.7309924 0.7309924 175114 1471041 0.1190409 128007 5323 47107 1290604
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 3 CD3+ CD3+ 0.0894893 0.3439845 0.0514352 0.0514352 82881 1471041 0.0563417 4263 8130 78618 1380030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 4 CD4 CD4 0.9435072 0.9246890 0.9631073 0.9631073 607573 1471041 0.4130225 585158 47658 22415 815810
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5 CD8 CD8 0.8431927 0.8087696 0.8806763 0.8806763 198192 1471041 0.1347291 174543 41270 23649 1231579
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 6 Ungated Ungated 0.7264569 0.6095071 0.8989424 0.8989424 196680 1471041 0.1337012 176804 113273 19876 1161088
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.8969010 0.9610448 0.8407839 0.8407839 166811 1356644 0.1229586 140252 5685 26559 1184148
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 2 CD19 CD19 0.9199576 0.8807482 0.9628207 0.9628207 128862 1356644 0.0949859 124071 16799 4791 1210983
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 3 CD3+ CD3+ 0.1279267 0.3337247 0.0791298 0.0791298 71844 1356644 0.0529572 5685 11350 66159 1273450
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 4 CD4 CD4 0.9453178 0.9432688 0.9473757 0.9473757 605424 1356644 0.4462659 573564 34496 31860 716724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5 CD8 CD8 0.8470785 0.8411608 0.8530801 0.8530801 201552 1356644 0.1485666 171940 32468 29612 1122624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 6 Ungated Ungated 0.7381043 0.6487596 0.8559876 0.8559876 182151 1356644 0.1342659 155919 84415 26232 1090078
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.8958361 0.9663740 0.8348952 0.8348952 177033 1421911 0.1245036 147804 5143 29229 1239735
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 2 CD19 CD19 0.9203839 0.9622445 0.8820135 0.8820135 173113 1421911 0.1217467 152688 5991 20425 1242807
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 3 CD3+ CD3+ 0.1207822 0.5051221 0.0685918 0.0685918 65416 1421911 0.0460057 4487 4396 60929 1352099
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 4 CD4 CD4 0.9085979 0.8679223 0.9532735 0.9532735 669963 1421911 0.4711708 638658 97189 31305 654759
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 5 CD8 CD8 0.8549261 0.7847174 0.9389325 0.9389325 180849 1421911 0.1271873 169805 46585 11044 1194477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 6 Ungated Ungated 0.6863427 0.7010022 0.6722838 0.6722838 155537 1421911 0.1093859 104565 44600 50972 1221774
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.8636028 0.9283867 0.8072705 0.8072705 154294 1408466 0.1095476 124557 9608 29737 1244564
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 2 CD19 CD19 0.9366831 0.8997741 0.9767497 0.9767497 159439 1408466 0.1132005 155732 17347 3707 1231680
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 3 CD3+ CD3+ 0.3848882 0.3363646 0.4497718 0.4497718 73604 1408466 0.0522583 33105 65315 40499 1269547
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 4 CD4 CD4 0.9221075 0.8870275 0.9600766 0.9600766 661241 1408466 0.4694760 634842 80854 26399 666371
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5 CD8 CD8 0.7838368 0.8329842 0.7401659 0.7401659 182655 1408466 0.1296836 135195 27107 47460 1198704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 6 Ungated Ungated 0.7231962 0.8751002 0.6162284 0.6162284 177233 1408466 0.1258341 109216 15588 68017 1215645
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9488018 0.9841015 0.9159467 0.9159467 195507 1489534 0.1312538 179074 2893 16433 1291134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 2 CD19 CD19 0.9780022 0.9757745 0.9802401 0.9802401 173280 1489534 0.1163317 169856 4217 3424 1312037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 3 CD3+ CD3+ 0.3494492 0.4424143 0.2887697 0.2887697 71022 1489534 0.0476807 20509 25848 50513 1392664
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 4 CD4 CD4 0.9780573 0.9766480 0.9794707 0.9794707 673670 1489534 0.4522690 659840 15777 13830 800087
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5 CD8 CD8 0.8454551 0.8136734 0.8798206 0.8798206 190640 1489534 0.1279863 167729 38409 22911 1260485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 6 Ungated Ungated 0.8879188 0.8447576 0.9357280 0.9357280 185415 1489534 0.1244785 173498 31884 11917 1272235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9422302 0.9941394 0.8954729 0.8954729 206291 1391385 0.1482631 184728 1089 21563 1184005
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 2 CD19 CD19 0.9676978 0.9743609 0.9611251 0.9611251 172039 1391385 0.1236459 165351 4351 6688 1214995
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 3 CD3+ CD3+ 0.2707566 0.4078136 0.2026504 0.2026504 64594 1391385 0.0464242 13090 19008 51504 1307783
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 4 CD4 CD4 0.9594392 0.9385286 0.9813029 0.9813029 601108 1391385 0.4320213 589869 38635 11239 751642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5 CD8 CD8 0.8261060 0.8711050 0.7855277 0.7855277 155843 1391385 0.1120057 122419 18114 33424 1217428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 6 Ungated Ungated 0.8401350 0.7627880 0.9349381 0.9349381 191510 1391385 0.1376398 179050 55681 12460 1144194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.8972252 0.9811360 0.8265363 0.8265363 163798 1290216 0.1269539 135385 2603 28413 1123815
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 2 CD19 CD19 0.9514736 0.9857569 0.9194948 0.9194948 125172 1290216 0.0970163 115095 1663 10077 1163381
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 3 CD3+ CD3+ 0.2623140 0.3080960 0.2283779 0.2283779 59638 1290216 0.0462233 13620 30587 46018 1199991
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 4 CD4 CD4 0.9611999 0.9351395 0.9887545 0.9887545 601305 1290216 0.4660499 594543 41237 6762 647674
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5 CD8 CD8 0.7901331 0.8986580 0.7049955 0.7049955 162045 1290216 0.1255952 114241 12883 47804 1115288
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 6 Ungated Ungated 0.8237088 0.7333497 0.9394641 0.9394641 178258 1290216 0.1381614 167467 60892 10791 1051066
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8595040 0.9807684 0.7649268 0.7649268 172542 1368401 0.1260902 131982 2588 40560 1193271
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 2 CD19 CD19 0.9511148 0.9728820 0.9303003 0.9303003 170876 1368401 0.1248728 158966 4431 11910 1193094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 3 CD3+ CD3+ 0.4085393 0.4802868 0.3554418 0.3554418 53705 1368401 0.0392465 19089 20656 34616 1294040
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 4 CD4 CD4 0.9174582 0.8606018 0.9823586 0.9823586 662701 1368401 0.4842886 651010 105449 11691 600251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5 CD8 CD8 0.8352041 0.8661324 0.8064085 0.8064085 159351 1368401 0.1164505 128502 19861 30849 1189189
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 6 Ungated Ungated 0.7570603 0.8273098 0.6978074 0.6978074 149226 1368401 0.1090514 104131 21736 45095 1197439
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8243061 0.9878545 0.7072194 0.7072194 149624 1345568 0.1111977 105817 1301 43807 1194643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 2 CD19 CD19 0.9288323 0.9822476 0.8809268 0.8809268 154762 1345568 0.1150161 136334 2464 18428 1188342
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 3 CD3+ CD3+ 0.3255576 0.4952384 0.2424785 0.2424785 56405 1345568 0.0419191 13677 13940 42728 1275223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 4 CD4 CD4 0.9024819 0.8294597 0.9896024 0.9896024 655342 1345568 0.4870374 648528 133340 6814 556886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5 CD8 CD8 0.8318328 0.8545949 0.8102519 0.8102519 159132 1345568 0.1182638 128937 21938 30195 1164498
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 6 Ungated Ungated 0.7592435 0.8437599 0.6901170 0.6901170 170303 1345568 0.1265659 117529 21763 52774 1153502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1461769 0.1309970 0.1653359 0.1653359 201263 1536957 0.1309490 33276 220745 167987 1114949
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 2 CD19 CD19 0.1355424 0.1139383 0.1672562 0.1672562 174983 1536957 0.1138503 29267 227600 145716 1134374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 3 CD3+ CD3+ 0.0828562 0.0550861 0.1670897 0.1670897 84697 1536957 0.0551069 14152 242755 70545 1209505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 4 CD4 CD4 0.2439761 0.4476348 0.1676850 0.1676850 686400 1536957 0.4465967 115099 142028 571301 708529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5 CD8 CD8 0.1463096 0.1303596 0.1667068 0.1667068 199356 1536957 0.1297082 33234 221707 166122 1115894
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 6 Ungated Ungated 0.1433055 0.1246781 0.1684765 0.1684765 190258 1536957 0.1237888 32054 225040 158204 1121659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1538177 0.1435276 0.1656972 0.1656972 210601 1471041 0.1431646 34896 208235 175705 1052205
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 2 CD19 CD19 0.1381949 0.1186511 0.1654465 0.1654465 175114 1471041 0.1190409 28972 215206 146142 1080721
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 3 CD3+ CD3+ 0.0841091 0.0562274 0.1668416 0.1668416 82881 1471041 0.0563417 13828 232102 69053 1156058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 4 CD4 CD4 0.2378730 0.4127669 0.1670795 0.1670795 607573 1471041 0.4130225 101513 144420 506060 719048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5 CD8 CD8 0.1490088 0.1345107 0.1670098 0.1670098 198192 1471041 0.1347291 33100 212977 165092 1059872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 6 Ungated Ungated 0.1487642 0.1339018 0.1673378 0.1673378 196680 1471041 0.1337012 32912 212880 163768 1061481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1406585 0.1220542 0.1659543 0.1659543 166811 1356644 0.1229586 27683 199126 139128 990707
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 2 CD19 CD19 0.1220004 0.0959277 0.1675358 0.1675358 128862 1356644 0.0949859 21589 203466 107273 1024316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 3 CD3+ CD3+ 0.0797798 0.0525258 0.1658176 0.1658176 71844 1356644 0.0529572 11913 214890 59931 1069910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 4 CD4 CD4 0.2413552 0.4466729 0.1653502 0.1653502 605424 1356644 0.4462659 100107 124010 505317 627210
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5 CD8 CD8 0.1574430 0.1487286 0.1672422 0.1672422 201552 1356644 0.1485666 33708 192933 167844 962159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 6 Ungated Ungated 0.1498986 0.1350327 0.1684427 0.1684427 182151 1356644 0.1342659 30682 196537 151469 977956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1433017 0.1250489 0.1677936 0.1677936 177033 1421911 0.1245036 29705 207842 147328 1037036
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 2 CD19 CD19 0.1412292 0.1219943 0.1676651 0.1676651 173113 1421911 0.1217467 29025 208896 144088 1039902
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 3 CD3+ CD3+ 0.0721060 0.0459741 0.1670692 0.1670692 65416 1421911 0.0460057 10929 226792 54487 1129703
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 4 CD4 CD4 0.2449349 0.4715437 0.1654330 0.1654330 669963 1421911 0.4711708 110834 124211 559129 627737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5 CD8 CD8 0.1446091 0.1273159 0.1673385 0.1673385 180849 1421911 0.1271873 30263 207437 150586 1033625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 6 Ungated Ungated 0.1322813 0.1097353 0.1664877 0.1664877 155537 1421911 0.1093859 25895 210082 129642 1056292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1314702 0.1087619 0.1661633 0.1661633 154294 1408466 0.1095476 25638 210088 128656 1044084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 2 CD19 CD19 0.1345490 0.1131607 0.1659067 0.1659067 159439 1408466 0.1132005 26452 207304 132987 1041723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 3 CD3+ CD3+ 0.0795872 0.0522313 0.1671105 0.1671105 73604 1408466 0.0522583 12300 223191 61304 1111671
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 4 CD4 CD4 0.2468005 0.4699459 0.1673414 0.1673414 661241 1408466 0.4694760 110653 124806 550588 622419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 5 CD8 CD8 0.1451847 0.1295479 0.1651146 0.1651146 182655 1408466 0.1296836 30159 202643 152496 1023168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 6 Ungated Ungated 0.1438861 0.1261478 0.1674293 0.1674293 177233 1408466 0.1258341 29674 205558 147559 1025675
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9938795 0.9901424 0.9976449 0.9976449 201263 1536957 0.1309490 200789 1999 474 1333695
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 2 CD19 CD19 0.9981018 0.9970516 0.9991542 0.9991542 174983 1536957 0.1138503 174835 517 148 1361457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD3+ CD3+ 0.9086747 0.9151657 0.9022752 0.9022752 84697 1536957 0.0551069 76420 7084 8277 1445176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD4 CD4 0.9960322 0.9943892 0.9976807 0.9976807 686400 1536957 0.4465967 684808 3864 1592 846693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD8 CD8 0.9699717 0.9713232 0.9686240 0.9686240 199356 1536957 0.1297082 193101 5701 6255 1331900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 6 Ungated Ungated 0.9857470 0.9920943 0.9794805 0.9794805 190258 1536957 0.1237888 186354 1485 3904 1345214
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9939405 0.9925005 0.9953846 0.9953846 210601 1471041 0.1431646 209629 1584 972 1258856
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 2 CD19 CD19 0.9975911 0.9960322 0.9991548 0.9991548 175114 1471041 0.1190409 174966 697 148 1295230
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD3+ CD3+ 0.8975829 0.9464073 0.8535491 0.8535491 82881 1471041 0.0563417 70743 4006 12138 1384154
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD4 CD4 0.9946927 0.9928764 0.9965156 0.9965156 607573 1471041 0.4130225 605456 4344 2117 859124
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD8 CD8 0.9699974 0.9570987 0.9832486 0.9832486 198192 1471041 0.1347291 194872 8735 3320 1264114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 6 Ungated Ungated 0.9850085 0.9866945 0.9833282 0.9833282 196680 1471041 0.1337012 193401 2608 3279 1271753
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9931062 0.9879452 0.9983215 0.9983215 166811 1356644 0.1229586 166531 2032 280 1187801
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 2 CD19 CD19 0.9968117 0.9964561 0.9971675 0.9971675 128862 1356644 0.0949859 128497 457 365 1227325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 3 CD3+ CD3+ 0.9225457 0.9382538 0.9073548 0.9073548 71844 1356644 0.0529572 65188 4290 6656 1280510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 4 CD4 CD4 0.9967467 0.9955363 0.9979601 0.9979601 605424 1356644 0.4462659 604189 2709 1235 748511
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5 CD8 CD8 0.9780337 0.9752546 0.9808288 0.9808288 201552 1356644 0.1485666 197688 5016 3864 1150076
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 6 Ungated Ungated 0.9856598 0.9914189 0.9799672 0.9799672 182151 1356644 0.1342659 178502 1545 3649 1172948
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9938801 0.9901718 0.9976163 0.9976163 177033 1421911 0.1245036 176611 1753 422 1243125
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 2 CD19 CD19 0.9966246 0.9954644 0.9977876 0.9977876 173113 1421911 0.1217467 172730 787 383 1248011
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 3 CD3+ CD3+ 0.9136096 0.9430919 0.8859148 0.8859148 65416 1421911 0.0460057 57953 3497 7463 1352998
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 4 CD4 CD4 0.9964540 0.9961277 0.9967804 0.9967804 669963 1421911 0.4711708 667806 2596 2157 749352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5 CD8 CD8 0.9785953 0.9680875 0.9893336 0.9893336 180849 1421911 0.1271873 178920 5898 1929 1235164
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 6 Ungated Ungated 0.9842116 0.9911972 0.9773237 0.9773237 155537 1421911 0.1093859 152010 1350 3527 1265024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9949970 0.9942598 0.9957354 0.9957354 154294 1408466 0.1095476 153636 887 658 1253285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 2 CD19 CD19 0.9970333 0.9959881 0.9980808 0.9980808 159439 1408466 0.1132005 159133 641 306 1248386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 3 CD3+ CD3+ 0.9090194 0.9406004 0.8794902 0.8794902 73604 1408466 0.0522583 64734 4088 8870 1330774
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 4 CD4 CD4 0.9962515 0.9951039 0.9974019 0.9974019 661241 1408466 0.4694760 659523 3245 1718 743980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5 CD8 CD8 0.9740754 0.9646464 0.9836906 0.9836906 182655 1408466 0.1296836 179676 6585 2979 1219226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 6 Ungated Ungated 0.9881290 0.9906930 0.9855783 0.9855783 177233 1408466 0.1258341 174677 1641 2556 1229592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9770642 0.9629081 0.9916428 0.9916428 201263 1536957 0.1309490 199581 7688 1682 1328006
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 2 CD19 CD19 0.9903060 0.9812989 0.9994799 0.9994799 174983 1536957 0.1138503 174892 3333 91 1358641
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD3+ CD3+ 0.6836211 0.6728568 0.6947354 0.6947354 84697 1536957 0.0551069 58842 28609 25855 1423651
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD4 CD4 0.9710561 0.9751758 0.9669712 0.9669712 686400 1536957 0.4465967 663729 16896 22671 833661
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD8 CD8 0.9169117 0.9333780 0.9010163 0.9010163 199356 1536957 0.1297082 179623 12821 19733 1324780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 6 Ungated Ungated 0.9342748 0.9925279 0.8824806 0.8824806 190258 1536957 0.1237888 167899 1264 22359 1345435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9548716 0.9146296 0.9988177 0.9988177 210601 1471041 0.1431646 210352 19634 249 1240806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD19 CD19 0.9410163 0.8960193 0.9907717 0.9907717 175114 1471041 0.1190409 173498 20134 1616 1275793
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD3+ CD3+ 0.4048599 0.3210800 0.5477974 0.5477974 82881 1471041 0.0563417 45402 96002 37479 1292158
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD4 CD4 0.9417995 0.9679749 0.9170026 0.9170026 607573 1471041 0.4130225 557146 18433 50427 845035
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD8 CD8 0.6224679 0.9950777 0.4528841 0.4528841 198192 1471041 0.1347291 89758 444 108434 1272405
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 6 Ungated Ungated 0.7900376 1.0000000 0.6529439 0.6529439 196680 1471041 0.1337012 128421 0 68259 1274361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9332000 0.8892388 0.9817338 0.9817338 166811 1356644 0.1229586 163764 20398 3047 1169435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 2 CD19 CD19 0.9879693 0.9806205 0.9954292 0.9954292 128862 1356644 0.0949859 128273 2535 589 1225247
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 3 CD3+ CD3+ 0.2558378 0.3368110 0.2062524 0.2062524 71844 1356644 0.0529572 14818 29177 57026 1255623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 4 CD4 CD4 0.9484508 0.9497042 0.9472006 0.9472006 605424 1356644 0.4462659 573458 30370 31966 720850
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5 CD8 CD8 0.8363507 0.9259413 0.7625675 0.7625675 201552 1356644 0.1485666 153697 12293 47855 1142799
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 6 Ungated Ungated 0.7893243 1.0000000 0.6519701 0.6519701 182151 1356644 0.1342659 118757 0 63394 1174493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9295936 0.8818023 0.9828620 0.9828620 177033 1421911 0.1245036 173999 23323 3034 1221555
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 2 CD19 CD19 0.9510311 0.9074334 0.9990295 0.9990295 173113 1421911 0.1217467 172945 17642 168 1231156
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 3 CD3+ CD3+ 0.7681893 0.7451254 0.7927266 0.7927266 65416 1421911 0.0460057 51857 17738 13559 1338757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 4 CD4 CD4 0.9865648 0.9890534 0.9840887 0.9840887 669963 1421911 0.4711708 659303 7297 10660 744651
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5 CD8 CD8 0.9456280 0.9359378 0.9555209 0.9555209 180849 1421911 0.1271873 172805 11828 8044 1229234
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 6 Ungated Ungated 0.6884635 0.9869396 0.5286009 0.5286009 155537 1421911 0.1093859 82217 1088 73320 1265286
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9038477 0.8496760 0.9653972 0.9653972 154294 1408466 0.1095476 148955 26353 5339 1227819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 2 CD19 CD19 0.9822971 0.9661527 0.9989902 0.9989902 159439 1408466 0.1132005 159278 5580 161 1243447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 3 CD3+ CD3+ 0.3704500 0.2998638 0.4844981 0.4844981 73604 1408466 0.0522583 35661 83263 37943 1251599
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 4 CD4 CD4 0.9548321 0.9528534 0.9568191 0.9568191 661241 1408466 0.4694760 632688 31305 28553 715920
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5 CD8 CD8 0.6445229 0.9959940 0.4764063 0.4764063 182655 1408466 0.1296836 87018 350 95637 1225461
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 6 Ungated Ungated 0.7058656 1.0000000 0.5454345 0.5454345 177233 1408466 0.1258341 96669 0 80564 1231233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9649738 0.9916216 0.9397207 0.9397207 201263 1536957 0.1309490 189131 1598 12132 1334096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD19 CD19 0.9743885 0.9780182 0.9707857 0.9707857 174983 1536957 0.1138503 169871 3818 5112 1358156
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD3+ CD3+ 0.2767362 0.4116550 0.2084253 0.2084253 84697 1536957 0.0551069 17653 25230 67044 1427030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD4 CD4 0.9703190 0.9847634 0.9562922 0.9562922 686400 1536957 0.4465967 656399 10156 30001 840401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD8 CD8 0.8476039 0.7421264 0.9880315 0.9880315 199356 1536957 0.1297082 196970 68443 2386 1269158
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 Ungated Ungated 0.8964392 0.8795931 0.9139432 0.9139432 190258 1536957 0.1237888 173885 23803 16373 1322896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9607614 0.9677432 0.9538796 0.9538796 210601 1471041 0.1431646 200888 6696 9713 1253744
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 2 CD19 CD19 0.9619972 0.9359273 0.9895611 0.9895611 175114 1471041 0.1190409 173286 11863 1828 1284064
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD3+ CD3+ 0.1459021 0.5213200 0.0848204 0.0848204 82881 1471041 0.0563417 7030 6455 75851 1381705
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD4 CD4 0.9646675 0.9529413 0.9766859 0.9766859 607573 1471041 0.4130225 593408 29304 14165 834164
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD8 CD8 0.8570700 0.7749836 0.9586058 0.9586058 198192 1471041 0.1347291 189988 55163 8204 1217686
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 Ungated Ungated 0.8825678 0.8819405 0.8831961 0.8831961 196680 1471041 0.1337012 173707 23253 22973 1251108
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9404920 0.9957128 0.8910743 0.8910743 166811 1356644 0.1229586 148641 640 18170 1189193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 2 CD19 CD19 0.9582846 0.9358602 0.9818100 0.9818100 128862 1356644 0.0949859 126518 8671 2344 1219111
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 3 CD3+ CD3+ 0.2934977 0.1952087 0.5911419 0.5911419 71844 1356644 0.0529572 42470 175092 29374 1109708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 4 CD4 CD4 0.9593542 0.9314814 0.9889466 0.9889466 605424 1356644 0.4462659 598732 44042 6692 707178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5 CD8 CD8 0.2028951 0.8898400 0.1145015 0.1145015 201552 1356644 0.1485666 23078 2857 178474 1152235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 6 Ungated Ungated 0.8729752 0.8641657 0.8819661 0.8819661 182151 1356644 0.1342659 160651 25252 21500 1149241
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9113864 0.9489294 0.8767010 0.8767010 177033 1421911 0.1245036 155205 8353 21828 1236525
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 2 CD19 CD19 0.9718501 0.9673284 0.9764142 0.9764142 173113 1421911 0.1217467 169030 5709 4083 1243089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 3 CD3+ CD3+ 0.4167037 0.4611675 0.3800599 0.3800599 65416 1421911 0.0460057 24862 29049 40554 1327446
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 4 CD4 CD4 0.9306610 0.8789255 0.9888680 0.9888680 669963 1421911 0.4711708 662505 91262 7458 660686
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5 CD8 CD8 0.8522876 0.8544404 0.8501457 0.8501457 180849 1421911 0.1271873 153748 26192 27101 1214870
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 6 Ungated Ungated 0.7299400 0.9563107 0.5902261 0.5902261 155537 1421911 0.1093859 91802 4194 63735 1262180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9400019 0.9684122 0.9132111 0.9132111 154294 1408466 0.1095476 140903 4596 13391 1249576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 2 CD19 CD19 0.9557699 0.9249591 0.9887041 0.9887041 159439 1408466 0.1132005 157638 12789 1801 1236238
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 3 CD3+ CD3+ 0.4099026 0.4892029 0.3527254 0.3527254 73604 1408466 0.0522583 25962 27108 47642 1307754
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 4 CD4 CD4 0.9556202 0.9424854 0.9691262 0.9691262 661241 1408466 0.4694760 640826 39106 20415 708119
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5 CD8 CD8 0.8617744 0.8088960 0.9220498 0.9220498 182655 1408466 0.1296836 168417 39789 14238 1186022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 6 Ungated Ungated 0.8364555 0.9080366 0.7753353 0.7753353 177233 1408466 0.1258341 137415 13917 39818 1217316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9462590 0.9858811 0.9096986 0.9096986 195811 1477008 0.1325727 178129 2551 17682 1278646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 2 CD19 CD19 0.9772241 0.9755384 0.9789157 0.9789157 173020 1477008 0.1171422 169372 4247 3648 1299741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 3 CD3+ CD3+ 0.3986729 0.4913504 0.3354087 0.3354087 66814 1477008 0.0452360 22410 23199 44404 1386995
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 4 CD4 CD4 0.9754839 0.9778411 0.9731381 0.9731381 673444 1477008 0.4559515 655354 14851 18090 788713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5 CD8 CD8 0.8742126 0.8345502 0.9178331 0.9178331 181825 1477008 0.1231036 166885 33085 14940 1262098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 6 Ungated Ungated 0.8894277 0.8446587 0.9392081 0.9392081 186094 1477008 0.1259939 174781 32144 11313 1258770
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9426188 0.9927587 0.8973001 0.8973001 206417 1379095 0.1496757 185218 1351 21199 1171327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 2 CD19 CD19 0.9715575 0.9764043 0.9667585 0.9667585 171984 1379095 0.1247079 166267 4018 5717 1203093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 3 CD3+ CD3+ 0.2548893 0.4128581 0.1843520 0.1843520 59880 1379095 0.0434198 11039 15699 48841 1303516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 4 CD4 CD4 0.9555178 0.9306724 0.9817261 0.9817261 600637 1379095 0.4355298 589661 43925 10976 734533
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5 CD8 CD8 0.8307819 0.8746853 0.7910753 0.7910753 148867 1379095 0.1079454 117765 16872 31102 1213356
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 6 Ungated Ungated 0.8529779 0.7854805 0.9331661 0.9331661 191310 1379095 0.1387214 178524 48756 12786 1139029
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.8983977 0.9848717 0.8258833 0.8258833 163959 1269959 0.1291057 135411 2080 28548 1103920
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 2 CD19 CD19 0.9544804 0.9857993 0.9250902 0.9250902 125017 1269959 0.0984418 115652 1666 9365 1143276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 3 CD3+ CD3+ 0.3212643 0.3992663 0.2687588 0.2687588 52642 1269959 0.0414517 14148 21287 38494 1196030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 4 CD4 CD4 0.9671234 0.9449838 0.9903253 0.9903253 599296 1269959 0.4719018 593498 34553 5798 636110
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5 CD8 CD8 0.8414820 0.9089472 0.7833399 0.7833399 150503 1269959 0.1185101 117895 11810 32608 1107646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 6 Ungated Ungated 0.8402626 0.7580814 0.9424281 0.9424281 178542 1269959 0.1405888 168263 53696 10279 1037721
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8503145 0.9867957 0.7469990 0.7469990 172276 1366113 0.1261067 128690 1722 43586 1192115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 2 CD19 CD19 0.9517498 0.9727960 0.9315950 0.9315950 170660 1366113 0.1249238 158986 4446 11674 1191007
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 3 CD3+ CD3+ 0.3872256 0.4817712 0.3237007 0.3237007 52703 1366113 0.0385788 17060 18351 35643 1295059
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 4 CD4 CD4 0.9104278 0.8466201 0.9846376 0.9846376 663568 1366113 0.4857343 653374 118370 10194 584175
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5 CD8 CD8 0.8104591 0.8627458 0.7641478 0.7641478 158010 1366113 0.1156639 120743 19209 37267 1188894
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 6 Ungated Ungated 0.7562560 0.8279590 0.6959824 0.6959824 148896 1366113 0.1089924 103629 21533 45267 1195684
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8285293 0.9913915 0.7116259 0.7116259 148401 1332954 0.1113324 105606 917 42795 1183636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 2 CD19 CD19 0.9385975 0.9823148 0.8986056 0.8986056 153973 1332954 0.1155126 138361 2491 15612 1176490
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 3 CD3+ CD3+ 0.3306100 0.5314712 0.2399316 0.2399316 53211 1332954 0.0399196 12767 11255 40444 1268488
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 4 CD4 CD4 0.9094110 0.8399556 0.9913882 0.9913882 654797 1332954 0.4912375 649158 123690 5639 554467
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5 CD8 CD8 0.8378110 0.8617107 0.8152013 0.8152013 153724 1332954 0.1153258 125316 20111 28408 1159119
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 6 Ungated Ungated 0.7679621 0.8364763 0.7098219 0.7098219 168848 1332954 0.1266720 119852 23430 48996 1140676
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1463732 0.1304725 0.1666874 0.1666874 201263 1536957 0.1309490 33548 223579 167715 1112115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 2 CD19 CD19 0.1348564 0.1137087 0.1656675 0.1656675 174983 1536957 0.1138503 28989 225952 145994 1136022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 3 CD3+ CD3+ 0.0828562 0.0550861 0.1670897 0.1670897 84697 1536957 0.0551069 14152 242755 70545 1209505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 4 CD4 CD4 0.2427033 0.4456275 0.1667643 0.1667643 686400 1536957 0.4465967 114467 142400 571933 708157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 5 CD8 CD8 0.1454198 0.1297727 0.1653575 0.1653575 199356 1536957 0.1297082 32965 221056 166391 1116545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 6 Ungated Ungated 0.1433055 0.1246781 0.1684765 0.1684765 190258 1536957 0.1237888 32054 225040 158204 1121659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1535799 0.1425487 0.1664617 0.1664617 210601 1471041 0.1431646 35057 210873 175544 1049567
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 2 CD19 CD19 0.1392812 0.1191985 0.1675023 0.1675023 175114 1471041 0.1190409 29332 216745 145782 1079182
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 3 CD3+ CD3+ 0.0837708 0.0561025 0.1652852 0.1652852 82881 1471041 0.0563417 13699 230479 69182 1157681
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 4 CD4 CD4 0.2378730 0.4127669 0.1670795 0.1670795 607573 1471041 0.4130225 101513 144420 506060 719048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5 CD8 CD8 0.1489603 0.1345365 0.1668483 0.1668483 198192 1471041 0.1347291 33068 212724 165124 1060125
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 6 Ungated Ungated 0.1473087 0.1332368 0.1647041 0.1647041 196680 1471041 0.1337012 32394 210737 164286 1063624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1413141 0.1225294 0.1669015 0.1669015 166811 1356644 0.1229586 27841 199378 138970 990455
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 2 CD19 CD19 0.1204378 0.0948433 0.1649517 0.1649517 128862 1356644 0.0949859 21256 202861 107606 1024921
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 3 CD3+ CD3+ 0.0797798 0.0525258 0.1658176 0.1658176 71844 1356644 0.0529572 11913 214890 59931 1069910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 4 CD4 CD4 0.2436217 0.4469620 0.1674446 0.1674446 605424 1356644 0.4462659 101375 125434 504049 625786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5 CD8 CD8 0.1568469 0.1486570 0.1659919 0.1659919 201552 1356644 0.1485666 33456 191599 168096 963493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 6 Ungated Ungated 0.1490147 0.1343887 0.1672129 0.1672129 182151 1356644 0.1342659 30458 196183 151693 978310
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1423277 0.1241649 0.1667147 0.1667147 177033 1421911 0.1245036 29514 208186 147519 1036692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 2 CD19 CD19 0.1405726 0.1214701 0.1668043 0.1668043 173113 1421911 0.1217467 28876 208845 144237 1039953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 3 CD3+ CD3+ 0.0726848 0.0463347 0.1685215 0.1685215 65416 1421911 0.0460057 11024 226897 54392 1129598
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 4 CD4 CD4 0.2449349 0.4715437 0.1654330 0.1654330 669963 1421911 0.4711708 110834 124211 559129 627737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5 CD8 CD8 0.1440932 0.1268970 0.1666805 0.1666805 180849 1421911 0.1271873 30144 207403 150705 1033659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 6 Ungated Ungated 0.1322813 0.1097353 0.1664877 0.1664877 155537 1421911 0.1093859 25895 210082 129642 1056292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1314702 0.1087619 0.1661633 0.1661633 154294 1408466 0.1095476 25638 210088 128656 1044084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 2 CD19 CD19 0.1345490 0.1131607 0.1659067 0.1659067 159439 1408466 0.1132005 26452 207304 132987 1041723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 3 CD3+ CD3+ 0.0795872 0.0522313 0.1671105 0.1671105 73604 1408466 0.0522583 12300 223191 61304 1111671
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 4 CD4 CD4 0.2468005 0.4699459 0.1673414 0.1673414 661241 1408466 0.4694760 110653 124806 550588 622419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5 CD8 CD8 0.1461974 0.1298590 0.1672388 0.1672388 182655 1408466 0.1296836 30547 204685 152108 1021126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 6 Ungated Ungated 0.1424464 0.1254457 0.1647774 0.1647774 177233 1408466 0.1258341 29204 203598 148029 1027635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9973679 0.9967302 0.9980063 0.9980063 915398 3804850 0.2405871 913573 2997 1825 2886455
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 2 CD19 CD19 0.9977959 0.9981658 0.9974262 0.9974262 410288 3804850 0.1078329 409232 752 1056 3393810
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 0.9326685 0.9025814 0.9648307 0.9648307 148112 3804850 0.0389272 142903 15424 5209 3641314
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 4 CD4 CD4 0.9969108 0.9950066 0.9988223 0.9988223 1497047 3804850 0.3934576 1495284 7504 1763 2300299
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 0.9748628 0.9911520 0.9591004 0.9591004 345016 3804850 0.0906780 330905 2954 14111 3456880
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 0.9860302 0.9918108 0.9803165 0.9803165 488989 3804850 0.1285173 479364 3958 9625 3311903
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9965546 0.9942350 0.9988851 0.9988851 850311 3956437 0.2149184 849363 4925 948 3101201
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 2 CD19 CD19 0.9981439 0.9978970 0.9983909 0.9983909 410167 3956437 0.1036708 409507 863 660 3545407
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 0.8830002 0.9057865 0.8613322 0.8613322 184787 3956437 0.0467054 159163 16555 25624 3755095
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 0.9933335 0.9933013 0.9933658 0.9933658 1680825 3956437 0.4248330 1669674 11260 11151 2264352
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 0.9647144 0.9488194 0.9811511 0.9811511 364424 3956437 0.0921091 357555 19287 6869 3572726
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 0.9848000 0.9930065 0.9767279 0.9767279 465923 3956437 0.1177633 455080 3205 10843 3487309
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9976621 0.9971574 0.9981673 0.9981673 901423 3871161 0.2328560 899771 2565 1652 2967173
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 2 CD19 CD19 0.9971989 0.9973462 0.9970517 0.9970517 406331 3871161 0.1049636 405133 1078 1198 3463752
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 0.9030596 0.9728863 0.8425850 0.8425850 177410 3871161 0.0458286 149483 4166 27927 3689585
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 0.9965987 0.9962726 0.9969251 0.9969251 1569785 3871161 0.4055075 1564958 5855 4827 2295521
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 0.9608844 0.9293910 0.9945869 0.9945869 335115 3871161 0.0865671 333301 25322 1814 3510724
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 0.9861424 0.9877547 0.9845353 0.9845353 481097 3871161 0.1242772 473657 5872 7440 3384192
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9969070 0.9953849 0.9984337 0.9984337 891283 3907351 0.2281042 889887 4126 1396 3011942
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 2 CD19 CD19 0.9980420 0.9972241 0.9988612 0.9988612 389869 3907351 0.0997783 389425 1084 444 3516398
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 0.9419629 0.9640669 0.9208497 0.9208497 169715 3907351 0.0434348 156282 5825 13433 3731811
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 0.9970681 0.9956446 0.9984956 0.9984956 1629182 3907351 0.4169531 1626731 7116 2451 2271053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 0.9780630 0.9702061 0.9860482 0.9860482 343754 3907351 0.0879762 338958 10409 4796 3553188
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 0.9857990 0.9920336 0.9796421 0.9796421 483548 3907351 0.1237534 473704 3804 9844 3419999
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9973501 0.9966694 0.9980318 0.9980318 883031 3978798 0.2219341 881293 2945 1738 3092822
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 2 CD19 CD19 0.9974417 0.9962172 0.9986692 0.9986692 419294 3978798 0.1053821 418736 1590 558 3557914
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 0.9346869 0.9530722 0.9169976 0.9169976 182585 3978798 0.0458895 167430 8244 15155 3787969
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 0.9969014 0.9963477 0.9974557 0.9974557 1658216 3978798 0.4167631 1653997 6063 4219 2314519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 0.9743091 0.9670460 0.9816821 0.9816821 353753 3978798 0.0889095 347273 11834 6480 3613211
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 0.9863478 0.9889464 0.9837628 0.9837628 481919 3978798 0.1211218 474094 5299 7825 3491580
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9649247 0.9655068 0.9643434 0.9643434 915398 3804850 0.2405871 882758 31537 32640 2857915
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 2 CD19 CD19 0.9873258 0.9782040 0.9966194 0.9966194 410288 3804850 0.1078329 408901 9111 1387 3385451
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 0.7636929 0.7221888 0.8102585 0.8102585 148112 3804850 0.0389272 120009 46165 28103 3610573
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 0.9742928 0.9741259 0.9744597 0.9744597 1497047 3804850 0.3934576 1458812 38748 38235 2269055
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 0.9340832 0.9264022 0.9418925 0.9418925 345016 3804850 0.0906780 324968 25817 20048 3434017
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 6 Ungated Ungated 0.9197804 0.9933695 0.8563424 0.8563424 488989 3804850 0.1285173 418742 2795 70247 3313066
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9728699 0.9506738 0.9961273 0.9961273 850311 3956437 0.2149184 847018 43948 3293 3062178
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 0.9736614 0.9535888 0.9945973 0.9945973 410167 3956437 0.1036708 407951 19855 2216 3526415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 0.2129704 0.3294171 0.1573487 0.1573487 184787 3956437 0.0467054 29076 59189 155711 3712461
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 0.9507044 0.9612750 0.9403638 0.9403638 1680825 3956437 0.4248330 1580587 63674 100238 2211938
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 0.8418340 0.7876727 0.9039937 0.9039937 364424 3956437 0.0921091 329437 88804 34987 3503209
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 6 Ungated Ungated 0.8140032 1.0000000 0.6863452 0.6863452 465923 3956437 0.1177633 319784 0 146139 3490514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9591057 0.9319827 0.9878548 0.9878548 901423 3871161 0.2328560 890475 64988 10948 2904750
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 0.9835062 0.9814502 0.9855709 0.9855709 406331 3871161 0.1049636 400468 7569 5863 3457261
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 0.1668626 0.3809677 0.1068260 0.1068260 177410 3871161 0.0458286 18952 30795 158458 3662956
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 0.9440455 0.9700127 0.9194323 0.9194323 1569785 3871161 0.4055075 1443311 44619 126474 2256757
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 0.8409961 0.7523639 0.9532996 0.9532996 335115 3871161 0.0865671 319465 105150 15650 3430896
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 6 Ungated Ungated 0.7000703 0.9964379 0.5395835 0.5395835 481097 3871161 0.1242772 259592 928 221505 3389136
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9676500 0.9431046 0.9935071 0.9935071 891283 3907351 0.2281042 885496 53420 5787 2962648
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 0.9834628 0.9802563 0.9866904 0.9866904 389869 3907351 0.0997783 384680 7748 5189 3509734
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 0.4993019 0.7872259 0.3655894 0.3655894 169715 3907351 0.0434348 62046 16770 107669 3720866
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 0.9781216 0.9800592 0.9761917 0.9761917 1629182 3907351 0.4169531 1590394 32359 38788 2245810
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 0.8723291 0.8216775 0.9296357 0.9296357 343754 3907351 0.0879762 319566 69353 24188 3494244
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 6 Ungated Ungated 0.6854628 0.9989230 0.5217414 0.5217414 483548 3907351 0.1237534 252287 272 231261 3423531
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9682844 0.9439157 0.9939447 0.9939447 883031 3978798 0.2219341 877684 52149 5347 3043618
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 0.9718462 0.9511721 0.9934390 0.9934390 419294 3978798 0.1053821 416543 21383 2751 3538121
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 0.2032951 0.2493811 0.1715858 0.1715858 182585 3978798 0.0458895 31329 94298 151256 3701915
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 0.9313371 0.9829121 0.8849046 0.8849046 1658216 3978798 0.4167631 1467363 25510 190853 2295072
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 0.8503537 0.7612306 0.9631127 0.9631127 353753 3978798 0.0889095 340704 106866 13049 3518179
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 6 Ungated Ungated 0.7000741 0.9983168 0.5390387 0.5390387 481919 3978798 0.1211218 259773 438 222146 3496441
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9820265 0.9738062 0.9903867 0.9903867 915398 3804850 0.2405871 906598 24386 8800 2865066
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 0.9618367 0.9478190 0.9762752 0.9762752 410288 3804850 0.1078329 400554 22052 9734 3372510
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 0.7180807 0.6462075 0.8079426 0.8079426 148112 3804850 0.0389272 119666 65516 28446 3591222
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 0.9825044 0.9847201 0.9802985 0.9802985 1497047 3804850 0.3934576 1467553 22772 29494 2285031
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 0.8948291 0.9888359 0.8171447 0.8171447 345016 3804850 0.0906780 281928 3183 63088 3456651
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 0.9122169 0.9106803 0.9137588 0.9137588 488989 3804850 0.1285173 446818 43824 42171 3272037
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9717017 0.9966603 0.9479626 0.9479626 850311 3956437 0.2149184 806063 2701 44248 3103425
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 0.9742843 0.9759265 0.9726477 0.9726477 410167 3956437 0.1036708 398948 9841 11219 3536429
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 0.0002272 0.5121951 0.0001136 0.0001136 184787 3956437 0.0467054 21 20 184766 3771630
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 0.9691335 0.9435928 0.9960954 0.9960954 1680825 3956437 0.4248330 1674262 100086 6563 2175526
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 0.8300373 0.7383009 0.9478053 0.9478053 364424 3956437 0.0921091 345403 122432 19021 3469581
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 0.9081503 0.8800487 0.9381057 0.9381057 465923 3956437 0.1177633 437085 59575 28838 3430939
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9835263 0.9733917 0.9938741 0.9938741 901423 3871161 0.2328560 895901 24490 5522 2945248
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 0.9733357 0.9815123 0.9652943 0.9652943 406331 3871161 0.1049636 392229 7388 14102 3457442
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 0.6680554 0.6998722 0.6390057 0.6390057 177410 3871161 0.0458286 113366 48615 64044 3645136
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 0.9698169 0.9634150 0.9763044 0.9763044 1569785 3871161 0.4055075 1532588 58199 37197 2243177
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 0.8837640 0.8360234 0.9372872 0.9372872 335115 3871161 0.0865671 314099 61607 21016 3474439
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 0.8747898 0.9352416 0.8216784 0.8216784 481097 3871161 0.1242772 395307 27372 85790 3362692
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9822971 0.9944024 0.9704830 0.9704830 891283 3907351 0.2281042 864975 4869 26308 3011199
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 0.9763401 0.9804234 0.9722907 0.9722907 389869 3907351 0.0997783 379066 7569 10803 3509913
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 0.5720139 0.7122834 0.4779012 0.4779012 169715 3907351 0.0434348 81107 32762 88608 3704874
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 0.9668276 0.9587760 0.9750157 0.9750157 1629182 3907351 0.4169531 1588478 68299 40704 2209870
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 0.8704362 0.9232049 0.8233737 0.8233737 343754 3907351 0.0879762 283038 23544 60716 3540053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 0.8896132 0.8197523 0.9724908 0.9724908 483548 3907351 0.1237534 470246 103398 13302 3320405
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9787687 0.9945826 0.9634498 0.9634498 883031 3978798 0.2219341 850756 4634 32275 3091133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 0.9840106 0.9759634 0.9921916 0.9921916 419294 3978798 0.1053821 416020 10246 3274 3549258
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 0.3161743 0.6818174 0.2058055 0.2058055 182585 3978798 0.0458895 37577 17536 145008 3778677
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 0.9835103 0.9716429 0.9956713 0.9956713 1658216 3978798 0.4167631 1651038 48185 7178 2272397
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 0.8377283 0.7431638 0.9598675 0.9598675 353753 3978798 0.0889095 339556 117350 14197 3507695
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 0.9317672 0.9279502 0.9356157 0.9356157 481919 3978798 0.1211218 450891 35009 31028 3461870
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9245120 0.9837045 0.8720389 0.8720389 888012 3615263 0.2456286 774381 12828 113631 2714423
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 2 CD19 CD19 0.9351172 0.9758581 0.8976417 0.8976417 388889 3615263 0.1075687 349083 8636 39806 3217738
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 0.3544042 0.3449816 0.3643559 0.3643559 118892 3615263 0.0328861 43319 82250 75573 3414121
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 4 CD4 CD4 0.9679295 0.9435796 0.9935695 0.9935695 1488835 3615263 0.4118193 1479261 88451 9574 2037977
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 0.7358693 0.8511334 0.6481007 0.6481007 263834 3615263 0.0729778 170991 29907 92843 3321522
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 0.7993407 0.7234829 0.8929694 0.8929694 466801 3615263 0.1291195 416839 159317 49962 2989145
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9587822 0.9579793 0.9595864 0.9595864 810693 3828528 0.2117506 777930 34123 32763 2983712
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 2 CD19 CD19 0.9799954 0.9751345 0.9849051 0.9849051 405500 3828528 0.1059154 399379 10184 6121 3412844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 0.1998885 0.3441256 0.1408518 0.1408518 170541 3828528 0.0445448 24021 45782 146520 3612205
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 0.9700087 0.9645883 0.9754904 0.9754904 1657186 3828528 0.4328520 1616569 59347 40617 2111995
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 0.8141154 0.7387591 0.9065912 0.9065912 352076 3828528 0.0919612 319189 112872 32887 3363580
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 0.8586061 0.8620075 0.8552315 0.8552315 432532 3828528 0.1129761 369915 59217 62617 3336779
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.9575791 0.9512128 0.9640312 0.9640312 861024 3629528 0.2372275 830054 42573 30970 2725931
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 2 CD19 CD19 0.9501815 0.9753403 0.9262879 0.9262879 390913 3629528 0.1077035 362098 9155 28815 3229460
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 0.3219981 0.4488136 0.2510594 0.2510594 128611 3629528 0.0354346 32289 39654 96322 3461263
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 4 CD4 CD4 0.9638913 0.9433163 0.9853838 0.9853838 1550880 3629528 0.4272952 1528212 91830 22668 1986818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 0.7980408 0.7898424 0.8064112 0.8064112 255991 3629528 0.0705301 206434 54927 49557 3318610
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 0.8118997 0.8211089 0.8028948 0.8028948 442109 3629528 0.1218090 354967 77335 87142 3110084
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.9291315 0.9724627 0.8894971 0.8894971 859896 3718230 0.2312649 764875 21659 95021 2836675
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 2 CD19 CD19 0.9688533 0.9642462 0.9735047 0.9735047 383992 3718230 0.1032728 373818 13861 10174 3320377
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 0.2837239 0.5915482 0.1866150 0.1866150 123093 3718230 0.0331053 22971 15861 100122 3579276
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 4 CD4 CD4 0.9699528 0.9501866 0.9905588 0.9905588 1616314 3718230 0.4346998 1601054 83935 15260 2017981
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 0.8450698 0.8148163 0.8776566 0.8776566 276484 3718230 0.0743590 242658 55149 33826 3386597
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 0.8101688 0.7605884 0.8666640 0.8666640 458451 3718230 0.1232982 397323 125066 61128 3134713
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8978136 0.9805601 0.8279457 0.8279457 821113 3792755 0.2164951 679837 13478 141276 2958164
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 2 CD19 CD19 0.8928231 0.9709350 0.8263436 0.8263436 402116 3792755 0.1060221 332286 9947 69830 3380692
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 0.2833268 0.4451704 0.2077855 0.2077855 152489 3792755 0.0402053 31685 39490 120804 3600776
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 4 CD4 CD4 0.9531564 0.9220457 0.9864399 0.9864399 1643495 3792755 0.4333249 1621209 137065 22286 2012195
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 0.7347428 0.6269440 0.8873099 0.8873099 322078 3792755 0.0849193 285783 170052 36295 3300625
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 0.7430990 0.7269915 0.7599366 0.7599366 451464 3792755 0.1190333 343084 128839 108380 3212452
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1964578 0.2392922 0.1666303 0.1666303 915398 3804850 0.2405871 152533 484901 762865 2404551
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 0.1304755 0.1073003 0.1664197 0.1664197 410288 3804850 0.1078329 68280 568065 342008 2826497
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3 CD3+ CD3+ 0.0634562 0.0391311 0.1677109 0.1677109 148112 3804850 0.0389272 24840 609950 123272 3046788
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 4 CD4 CD4 0.2325899 0.3930687 0.1651598 0.1651598 1497047 3804850 0.3934576 247252 381778 1249795 1926025
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 0.1171306 0.0904834 0.1660242 0.1660242 345016 3804850 0.0906780 57281 575774 287735 2884060
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 0.1445407 0.1279936 0.1660017 0.1660017 488989 3804850 0.1285173 81173 553023 407816 2762838
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1878153 0.2149555 0.1667602 0.1667602 850311 3956437 0.2149184 141798 517864 708513 2588262
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 2 CD19 CD19 0.1284215 0.1039581 0.1679414 0.1679414 410167 3956437 0.1036708 68884 593729 341283 2952541
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 0.0728570 0.0466034 0.1668516 0.1668516 184787 3956437 0.0467054 30832 630751 153955 3140899
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 4 CD4 CD4 0.2378556 0.4245202 0.1652111 0.1652111 1680825 3956437 0.4248330 277691 376438 1403134 1899174
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 0.1182682 0.0918781 0.1659276 0.1659276 364424 3956437 0.0921091 60468 597665 303956 2994348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 0.1375178 0.1172755 0.1662056 0.1662056 465923 3956437 0.1177633 77439 582878 388484 2907636
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1945023 0.2329712 0.1669372 0.1669372 901423 3871161 0.2328560 150481 495440 750942 2474298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 2 CD19 CD19 0.1294103 0.1052542 0.1679567 0.1679567 406331 3871161 0.1049636 68246 580146 338085 2884684
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 0.0718694 0.0457826 0.1670594 0.1670594 177410 3871161 0.0458286 29638 617726 147772 3076025
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 0.2368635 0.4065318 0.1671165 0.1671165 1569785 3871161 0.4055075 262337 382968 1307448 1918408
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 0.1136239 0.0863713 0.1660027 0.1660027 335115 3871161 0.0865671 55630 588450 279485 2947596
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 6 Ungated Ungated 0.1424639 0.1247698 0.1660060 0.1660060 481097 3871161 0.1242772 79865 560234 401232 2829830
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1921807 0.2269582 0.1666452 0.1666452 891283 3907351 0.2281042 148528 505901 742755 2510167
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 2 CD19 CD19 0.1254271 0.1002177 0.1675819 0.1675819 389869 3907351 0.0997783 65335 586596 324534 2930886
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 0.0687986 0.0433611 0.1664379 0.1664379 169715 3907351 0.0434348 28247 623189 141468 3114447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 0.2380220 0.4172684 0.1664989 0.1664989 1629182 3907351 0.4169531 271257 378821 1357925 1899348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 0.1153901 0.0880475 0.1673639 0.1673639 343754 3907351 0.0879762 57532 595888 286222 2967709
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 6 Ungated Ungated 0.1420001 0.1241407 0.1658615 0.1658615 483548 3907351 0.1237534 80202 565855 403346 2857948
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1891242 0.2214946 0.1650089 0.1650089 883031 3978798 0.2219341 145708 512132 737323 2583635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 0.1286167 0.1048351 0.1663534 0.1663534 419294 3978798 0.1053821 69751 595589 349543 2963915
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 0.0721317 0.0460167 0.1667826 0.1667826 182585 3978798 0.0458895 30452 631308 152133 3164905
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 0.2380033 0.4161619 0.1666574 0.1666574 1658216 3978798 0.4167631 276354 387700 1381862 1932882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5 CD8 CD8 0.1168220 0.0894182 0.1684452 0.1684452 353753 3978798 0.0889095 59588 606809 294165 3018236
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 0.1396947 0.1205866 0.1659989 0.1659989 481919 3978798 0.1211218 79998 583409 401921 2913470
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 1 /Granulocytes /Granulocytes 0.9999285 0.9998977 0.9999593 0.9999593 10045380 16665728 0.6027567 10044971 1028 409 6619320
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9510191 0.9618294 0.9404491 0.9404491 53534 16665728 0.0032122 50346 1998 3188 16610196
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9603113 0.9985246 0.9249151 0.9249151 51222 16665728 0.0030735 47376 70 3846 16614436
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9624724 0.9850647 0.9408932 0.9408932 66033 16665728 0.0039622 62130 942 3903 16598753
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9723399 0.9552348 0.9900688 0.9900688 102807 16665728 0.0061688 101786 4770 1021 16558151
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.8037022 0.8408730 0.7696785 0.7696785 7559 16665728 0.0004536 5818 1101 1741 16657068
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.7982987 0.9930556 0.6674075 0.6674075 8999 16665728 0.0005400 6006 42 2993 16656687
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9777381 0.9870125 0.9686365 0.9686365 50919 16665728 0.0030553 49322 649 1597 16614160
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8080210 0.9932557 0.6810165 0.6810165 24437 16665728 0.0014663 16642 113 7795 16641178
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9867705 0.9789409 0.9947264 0.9947264 634103 16665728 0.0380483 630759 13569 3344 16018056
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9950104 0.9917150 0.9983277 0.9983277 1043491 16665728 0.0626130 1041746 8703 1745 15613534
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9417913 0.9866823 0.9008073 0.9008073 50417 16665728 0.0030252 45416 613 5001 16614698
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9729178 0.9619971 0.9840892 0.9840892 94841 16665728 0.0056908 93332 3687 1509 16567200
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9580820 0.9585129 0.9576516 0.9576516 53414 16665728 0.0032050 51152 2214 2262 16610100
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9563377 0.9258811 0.9888662 0.9888662 44100 16665728 0.0026461 43609 3491 491 16618137
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9968281 0.9952124 0.9984491 0.9984491 146363 16665728 0.0087823 146136 703 227 16518662
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1287 16665728 0.0000772 0 0 1287 16664441
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9974819 0.9953775 0.9995952 0.9995952 1057277 16665728 0.0634402 1056849 4908 428 15603543
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9878789 0.9845042 0.9912768 0.9912768 146965 16665728 0.0088184 145683 2293 1282 16516470
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9972488 0.9958112 0.9986905 0.9986905 1386827 16665728 0.0832143 1385011 5826 1816 15273075
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0071779 0.9047619 0.0036033 0.0036033 5273 16665728 0.0003164 19 2 5254 16660453
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8623288 0.9587430 0.7835342 0.7835342 45051 16665728 0.0027032 35299 1519 9752 16619158
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9936978 0.9950543 0.9923449 0.9923449 477069 16665728 0.0286258 473417 2353 3652 16186306
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9948484 0.9921778 0.9975333 0.9975333 480394 16665728 0.0288253 479209 3778 1185 16181556
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9770656 0.9746028 0.9795409 0.9795409 98880 16665728 0.0059331 96857 2524 2023 16564324
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9942658 0.9929520 0.9955831 0.9955831 456650 16665728 0.0274005 454633 3227 2017 16205851
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9013785 0.9988027 0.8212710 0.8212710 29458 16665728 0.0017676 24193 29 5265 16636241
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 1 /Granulocytes /Granulocytes 0.9996266 0.9998407 0.9994125 0.9994125 10049130 16671781 0.6027628 10043226 1600 5904 6621051
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9391189 0.9831787 0.8988387 0.8988387 53647 16671781 0.0032178 48220 825 5427 16617309
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9849748 0.9910951 0.9789297 0.9789297 51162 16671781 0.0030688 50084 450 1078 16620169
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9745092 0.9836752 0.9655125 0.9655125 65966 16671781 0.0039567 63691 1057 2275 16604758
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9760888 0.9594465 0.9933186 0.9933186 102822 16671781 0.0061674 102135 4317 687 16564642
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7461232 0.9700232 0.6062005 0.6062005 7580 16671781 0.0004547 4595 142 2985 16664059
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9368585 0.9387436 0.9349811 0.9349811 8982 16671781 0.0005388 8398 548 584 16662251
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9615552 0.9902967 0.9344349 0.9344349 50896 16671781 0.0030528 47559 466 3337 16620419
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9180880 0.9847085 0.8599107 0.8599107 24413 16671781 0.0014643 20993 326 3420 16647042
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9909005 0.9873383 0.9944885 0.9944885 633948 16671781 0.0380252 630454 8085 3494 16029748
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9942176 0.9899843 0.9984873 0.9984873 1043190 16671781 0.0625722 1041612 10538 1578 15618053
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9149908 0.9940476 0.8475823 0.8475823 50834 16671781 0.0030491 43086 258 7748 16620689
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9784849 0.9793413 0.9776299 0.9776299 94993 16671781 0.0056978 92868 1959 2125 16574829
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0911717 1.0000000 0.0477632 0.0477632 2973 16671781 0.0001783 142 0 2831 16668808
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9614190 0.9357510 0.9885348 0.9885348 53379 16671781 0.0032018 52767 3623 612 16614779
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9526181 0.9270793 0.9796039 0.9796039 44126 16671781 0.0026467 43226 3400 900 16624255
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9962989 0.9943403 0.9982653 0.9982653 146426 16671781 0.0087829 146172 832 254 16524523
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1291 16671781 0.0000774 0 0 1291 16670490
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9968020 0.9946838 0.9989292 0.9989292 1058076 16671781 0.0634651 1056943 5649 1133 15608056
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9833931 0.9822065 0.9845825 0.9845825 147170 16671781 0.0088275 144901 2625 2269 16521986
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9971062 0.9948791 0.9993433 0.9993433 1387270 16671781 0.0832107 1386359 7136 911 15277375
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.2505378 0.9767742 0.1436978 0.1436978 5268 16671781 0.0003160 757 18 4511 16666495
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8688078 0.9490709 0.8010619 0.8010619 45014 16671781 0.0027000 36059 1935 8955 16624832
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9885219 0.9868828 0.9901665 0.9901665 477552 16671781 0.0286443 472856 6285 4696 16187944
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9922181 0.9910633 0.9933755 0.9933755 480489 16671781 0.0288205 477306 4304 3183 16186988
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9761662 0.9922807 0.9605667 0.9605667 99028 16671781 0.0059399 95123 740 3905 16572013
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9950606 0.9952971 0.9948242 0.9948242 456741 16671781 0.0273961 454377 2147 2364 16212893
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9600363 0.9849796 0.9363250 0.9363250 29415 16671781 0.0017644 27542 420 1873 16641946
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 1 /Granulocytes /Granulocytes 0.9999902 0.9999992 0.9999812 0.9999812 9667226 16028386 0.6031316 9667044 8 182 6361152
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9880217 0.9930280 0.9830657 0.9830657 51434 16028386 0.0032089 50563 355 871 15976597
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9951247 0.9974142 0.9928457 0.9928457 49341 16028386 0.0030784 48988 127 353 15978918
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9970790 0.9976493 0.9965093 0.9965093 63884 16028386 0.0039857 63661 150 223 15964352
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9954486 0.9917164 0.9992090 0.9992090 98608 16028386 0.0061521 98530 823 78 15928955
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9467098 0.9946816 0.9031522 0.9031522 7455 16028386 0.0004651 6733 36 722 16020895
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9643209 0.9658338 0.9628128 0.9628128 8632 16028386 0.0005385 8311 294 321 16019460
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9887484 0.9920421 0.9854765 0.9854765 48955 16028386 0.0030543 48244 387 711 15979044
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9878527 0.9977185 0.9781801 0.9781801 23694 16028386 0.0014783 23177 53 517 16004639
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9989497 0.9982799 0.9996203 0.9996203 608440 16028386 0.0379602 608209 1048 231 15418898
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9981392 0.9968969 0.9993846 0.9993846 999417 16028386 0.0623529 998802 3109 615 15025860
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9670824 0.9925185 0.9429175 0.9429175 49665 16028386 0.0030986 46830 353 2835 15978368
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9947687 0.9973473 0.9922033 0.9922033 91321 16028386 0.0056975 90609 241 712 15936824
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9859105 0.9992769 0.9728969 0.9728969 2841 16028386 0.0001772 2764 2 77 16025543
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9964413 0.9972527 0.9956311 0.9956311 51043 16028386 0.0031845 50820 140 223 15977203
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9917316 0.9930590 0.9904078 0.9904078 42326 16028386 0.0026407 41920 293 406 15985767
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9986432 0.9988703 0.9984163 0.9984163 140807 16028386 0.0087849 140584 159 223 15887420
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015949 1.0000000 0.0007981 0.0007981 1253 16028386 0.0000782 1 0 1252 16027133
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9997421 0.9996171 0.9998671 0.9998671 1015787 16028386 0.0633743 1015652 389 135 15012210
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9976530 0.9989138 0.9963954 0.9963954 141210 16028386 0.0088100 140701 153 509 15887023
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9996131 0.9994130 0.9998133 0.9998133 1333382 16028386 0.0831888 1333133 783 249 14694221
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.9333611 0.9940120 0.8796860 0.8796860 5095 16028386 0.0003179 4482 27 613 16023264
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9848824 0.9868372 0.9829352 0.9829352 43247 16028386 0.0026982 42509 567 738 15984572
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9972658 0.9982699 0.9962637 0.9962637 459282 16028386 0.0286543 457566 793 1716 15568311
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9988928 0.9985012 0.9992847 0.9992847 461350 16028386 0.0287833 461020 692 330 15566344
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9965063 0.9970895 0.9959238 0.9959238 94941 16028386 0.0059233 94554 276 387 15933169
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9993183 0.9991556 0.9994809 0.9994809 439245 16028386 0.0274042 439017 371 228 15588770
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9945584 0.9985149 0.9906332 0.9906332 28505 16028386 0.0017784 28238 42 267 15999839
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 1 /Granulocytes /Granulocytes 0.9999860 0.9999987 0.9999734 0.9999734 9748168 16163956 0.6030806 9747909 13 259 6415775
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9823193 0.9932590 0.9716181 0.9716181 51864 16163956 0.0032086 50392 342 1472 16111750
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9943560 0.9979329 0.9908046 0.9908046 49699 16163956 0.0030747 49242 102 457 16114155
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9954864 0.9973427 0.9936370 0.9936370 64592 16163956 0.0039961 64181 171 411 16099193
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9964985 0.9943696 0.9986365 0.9986365 99743 16163956 0.0061707 99607 564 136 16063649
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9671474 0.9835456 0.9512870 0.9512870 7226 16163956 0.0004470 6874 115 352 16156615
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9569838 0.9479283 0.9662139 0.9662139 8761 16163956 0.0005420 8465 465 296 16154730
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9867533 0.9924857 0.9810868 0.9810868 49542 16163956 0.0030650 48605 368 937 16114046
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9893216 0.9969681 0.9817914 0.9817914 23780 16163956 0.0014712 23347 71 433 16140105
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9988664 0.9981243 0.9996097 0.9996097 614859 16163956 0.0380389 614619 1155 240 15547942
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9974779 0.9958006 0.9991608 0.9991608 1012907 16163956 0.0626645 1012057 4268 850 15146781
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9575901 0.9972045 0.9210028 0.9210028 48027 16163956 0.0029712 44233 124 3794 16115805
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9936105 0.9961641 0.9910700 0.9910700 91713 16163956 0.0056739 90894 350 819 16071893
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9846588 0.9985694 0.9711304 0.9711304 2875 16163956 0.0001779 2792 4 83 16161077
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9945908 0.9944087 0.9947731 0.9947731 51847 16163956 0.0032076 51576 290 271 16111819
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9910837 0.9919088 0.9902599 0.9902599 42710 16163956 0.0026423 42294 345 416 16120901
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9985826 0.9985367 0.9986285 0.9986285 141450 16163956 0.0087510 141256 207 194 16022299
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1255 16163956 0.0000776 0 0 1255 16162701
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9996789 0.9995094 0.9998485 0.9998485 1022797 16163956 0.0632764 1022642 502 155 15140657
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9972684 0.9979877 0.9965502 0.9965502 142328 16163956 0.0088053 141837 286 491 16021342
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9995591 0.9993273 0.9997910 0.9997910 1344605 16163956 0.0831854 1344324 905 281 14818446
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8908858 0.9978433 0.8046377 0.8046377 5175 16163956 0.0003202 4164 9 1011 16158772
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9812449 0.9891666 0.9734491 0.9734491 43991 16163956 0.0027215 42823 469 1168 16119496
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9978450 0.9971676 0.9985234 0.9985234 461870 16163956 0.0285741 461188 1310 682 15700776
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9987135 0.9981695 0.9992580 0.9992580 464947 16163956 0.0287644 464602 852 345 15698157
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9962744 0.9973114 0.9952395 0.9952395 95789 16163956 0.0059261 95333 257 456 16067910
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9989840 0.9988442 0.9991239 0.9991239 442855 16163956 0.0273977 442467 512 388 15720589
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9942815 0.9969747 0.9916028 0.9916028 28581 16163956 0.0017682 28341 86 240 16135289
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 1 /Granulocytes /Granulocytes 0.9999827 0.9999997 0.9999657 0.9999657 9715414 16114380 0.6029034 9715081 3 333 6398963
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9897648 0.9928526 0.9866961 0.9866961 52090 16114380 0.0032325 51397 370 693 16061920
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9969114 0.9979999 0.9958253 0.9958253 49105 16114380 0.0030473 48900 98 205 16065177
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9973565 0.9970637 0.9976496 0.9976496 62967 16114380 0.0039075 62819 185 148 16051228
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9976621 0.9957446 0.9995869 0.9995869 99255 16114380 0.0061594 99214 424 41 16014701
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9657143 0.9905647 0.9420802 0.9420802 7355 16114380 0.0004564 6929 66 426 16106959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9741459 0.9736964 0.9745958 0.9745958 8660 16114380 0.0005374 8440 228 220 16105492
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9894262 0.9936615 0.9852269 0.9852269 49008 16114380 0.0030413 48284 308 724 16065064
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9952787 0.9979587 0.9926131 0.9926131 23149 16114380 0.0014365 22978 47 171 16091184
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9993593 0.9990165 0.9997024 0.9997024 611657 16114380 0.0379572 611475 602 182 15502121
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9979097 0.9963279 0.9994966 0.9994966 1007120 16114380 0.0624982 1006613 3710 507 15103550
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9610328 0.9953150 0.9290335 0.9290335 50080 16114380 0.0031078 46526 219 3554 16064081
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9951970 0.9971181 0.9932833 0.9932833 92307 16114380 0.0057282 91687 265 620 16021808
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9873284 0.9978655 0.9770115 0.9770115 2871 16114380 0.0001782 2805 6 66 16111503
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9966710 0.9972033 0.9961392 0.9961392 51544 16114380 0.0031986 51345 144 199 16062692
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9908347 0.9948326 0.9868689 0.9868689 42723 16114380 0.0026512 42162 219 561 16071438
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9986971 0.9987853 0.9986090 0.9986090 141624 16114380 0.0087887 141427 172 197 15972584
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1244 16114380 0.0000772 0 0 1244 16113136
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9997764 0.9997110 0.9998418 0.9998418 1024102 16114380 0.0635521 1023940 296 162 15089982
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9978764 0.9989037 0.9968511 0.9968511 142591 16114380 0.0088487 142142 156 449 15971633
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9997947 0.9997641 0.9998253 0.9998253 1339735 16114380 0.0831391 1339501 316 234 14774329
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.9580211 0.9944598 0.9241584 0.9241584 5050 16114380 0.0003134 4667 26 383 16109304
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9863746 0.9913999 0.9814001 0.9814001 43226 16114380 0.0026824 42422 368 804 16070786
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9982397 0.9980356 0.9984438 0.9984438 462035 16114380 0.0286722 461316 908 719 15651437
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9988644 0.9981774 0.9995523 0.9995523 464639 16114380 0.0288338 464431 848 208 15648893
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9964718 0.9968927 0.9960514 0.9960514 95983 16114380 0.0059564 95604 298 379 16018099
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9993297 0.9989751 0.9996846 0.9996846 440687 16114380 0.0273474 440548 452 139 15673241
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9958056 0.9967268 0.9948862 0.9948862 28159 16114380 0.0017474 28015 92 144 16086129
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 1 /Granulocytes /Granulocytes 0.9940910 0.9999765 0.9882743 0.9882743 10045380 16665728 0.6027567 9927591 233 117789 6620115
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.5602613 0.9588595 0.3957485 0.3957485 53534 16665728 0.0032122 21186 909 32348 16611285
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9487842 0.9178102 0.9819218 0.9819218 51222 16665728 0.0030735 50296 4504 926 16610002
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8149017 0.9759948 0.6994533 0.6994533 66033 16665728 0.0039622 46187 1136 19846 16598559
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8994118 0.8860095 0.9132258 0.9132258 102807 16665728 0.0061688 93886 12079 8921 16550842
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6104567 0.8491278 0.4765181 0.4765181 7559 16665728 0.0004536 3602 640 3957 16657529
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.6154103 0.6170950 0.6137349 0.6137349 8999 16665728 0.0005400 5523 3427 3476 16653302
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8720922 0.8655550 0.8787290 0.8787290 50919 16665728 0.0030553 44744 6950 6175 16607859
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.5541207 0.5933660 0.5197446 0.5197446 24437 16665728 0.0014663 12701 8704 11736 16632587
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9473422 0.9889954 0.9090558 0.9090558 634103 16665728 0.0380483 576435 6414 57668 16025211
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9560679 0.9623174 0.9498989 0.9498989 1043491 16665728 0.0626130 991211 38814 52280 15583423
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.5640081 0.4757810 0.6924053 0.6924053 50417 16665728 0.0030252 34909 38463 15508 16576848
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.5040284 0.9475063 0.3433325 0.3433325 94841 16665728 0.0056908 32562 1804 62279 16569083
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8962047 0.8718421 0.9219680 0.9219680 53414 16665728 0.0032050 49246 7239 4168 16605075
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9178106 0.8670391 0.9748980 0.9748980 44100 16665728 0.0026461 42993 6593 1107 16615035
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9935106 0.9881455 0.9989342 0.9989342 146363 16665728 0.0087823 146207 1754 156 16517611
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0039141 0.0020025 0.0862471 0.0862471 1287 16665728 0.0000772 111 55320 1176 16609121
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9615784 0.9895785 0.9351192 0.9351192 1057277 16665728 0.0634402 988680 10412 68597 15598039
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9682617 0.9459688 0.9916307 0.9916307 146965 16665728 0.0088184 145735 8324 1230 16510439
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9666076 0.9589054 0.9744344 0.9744344 1386827 16665728 0.0832143 1351372 57914 35455 15220987
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0066160 0.0062585 0.0070169 0.0070169 5273 16665728 0.0003164 37 5875 5236 16654580
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0906158 0.8043882 0.0480123 0.0480123 45051 16665728 0.0027032 2163 526 42888 16620151
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9553876 0.9986490 0.9157187 0.9157187 477069 16665728 0.0286258 436861 591 40208 16188068
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.8742026 0.9902531 0.7824994 0.7824994 480394 16665728 0.0288253 375908 3700 104486 16181634
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.5974860 0.9939749 0.4271137 0.4271137 98880 16665728 0.0059331 42233 256 56647 16566592
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.8943912 0.8817277 0.9074236 0.9074236 456650 16665728 0.0274005 414375 55583 42275 16153495
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.5208860 0.3622967 0.9264037 0.9264037 29458 16665728 0.0017676 27290 48035 2168 16588235
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 1 /Granulocytes /Granulocytes 0.9954319 0.9999768 0.9909282 0.9909282 10049130 16671781 0.6027628 9957966 231 91164 6622420
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.7375749 0.9932142 0.5865938 0.5865938 53647 16671781 0.0032178 31469 215 22178 16617919
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9627227 0.9376864 0.9891326 0.9891326 51162 16671781 0.0030688 50606 3363 556 16617256
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9460597 0.9349538 0.9574326 0.9574326 65966 16671781 0.0039567 63158 4394 2808 16601421
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8671700 0.9167181 0.8227033 0.8227033 102822 16671781 0.0061674 84592 7685 18230 16561274
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.4649201 0.5295010 0.4143799 0.4143799 7580 16671781 0.0004547 3141 2791 4439 16661410
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8898267 0.8876579 0.8920062 0.8920062 8982 16671781 0.0005388 8012 1014 970 16661785
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8648380 0.9380801 0.8022045 0.8022045 50896 16671781 0.0030528 40829 2695 10067 16618190
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.3358876 0.2951746 0.3896285 0.3896285 24413 16671781 0.0014643 9512 22713 14901 16624655
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9512507 0.9890828 0.9162061 0.9162061 633948 16671781 0.0380252 580827 6411 53121 16031422
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9087255 0.9767646 0.8495480 0.8495480 1043190 16671781 0.0625722 886240 21082 156950 15607509
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4496522 0.3203209 0.7541409 0.7541409 50834 16671781 0.0030491 38336 81344 12498 16539603
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.5856019 0.9124468 0.4311581 0.4311581 94993 16671781 0.0056978 40957 3930 54036 16572858
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8407125 0.8480493 0.8335015 0.8335015 2973 16671781 0.0001783 2478 444 495 16668364
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8642580 0.8011358 0.9381779 0.9381779 53379 16671781 0.0032018 50079 12431 3300 16605971
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9294039 0.8901083 0.9723292 0.9723292 44126 16671781 0.0026467 42905 5297 1221 16622358
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9689735 0.9503303 0.9883627 0.9883627 146426 16671781 0.0087829 144722 7564 1704 16517791
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0149725 0.0077976 0.1874516 0.1874516 1291 16671781 0.0000774 242 30793 1049 16639697
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9800522 0.9845857 0.9755604 0.9755604 1058076 16671781 0.0634651 1032217 16160 25859 15597545
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9715683 0.9753808 0.9677856 0.9677856 147170 16671781 0.0088275 142429 3595 4741 16521016
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9669872 0.9622861 0.9717344 0.9717344 1387270 16671781 0.0832107 1348058 52833 39212 15231678
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0336355 0.0220939 0.0704252 0.0704252 5268 16671781 0.0003160 371 16421 4897 16650092
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0644524 0.9603327 0.0333452 0.0333452 45014 16671781 0.0027000 1501 62 43513 16626705
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9722887 0.9889375 0.9561912 0.9561912 477552 16671781 0.0286443 456631 5108 20921 16189121
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9093073 0.9907291 0.8402523 0.8402523 480489 16671781 0.0288205 403732 3778 76757 16187514
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8281233 0.9465011 0.7360645 0.7360645 99028 16671781 0.0059399 72891 4120 26137 16568633
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9229922 0.9273401 0.9186848 0.9186848 456741 16671781 0.0273961 419601 32877 37140 16182163
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.1176321 0.1261629 0.1101819 0.1101819 29415 16671781 0.0017644 3241 22448 26174 16619918
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 1 /Granulocytes /Granulocytes 0.9971832 0.9997398 0.9946397 0.9946397 9667226 16028386 0.6031316 9615407 2503 51819 6358657
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.1847571 1.0000000 0.1017809 0.1017809 51434 16028386 0.0032089 5235 0 46199 15976952
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9546245 0.9318344 0.9785574 0.9785574 49341 16028386 0.0030784 48283 3532 1058 15975513
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9181260 0.9012908 0.9356020 0.9356020 63884 16028386 0.0039857 59770 6546 4114 15957956
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8763379 0.8479156 0.9067317 0.9067317 98608 16028386 0.0061521 89411 16037 9197 15913741
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.3783849 0.3418859 0.4236083 0.4236083 7455 16028386 0.0004651 3158 6079 4297 16014852
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8025621 0.9332002 0.7040083 0.7040083 8632 16028386 0.0005385 6077 435 2555 16019319
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8118086 0.7122726 0.9436830 0.9436830 48955 16028386 0.0030543 46198 18662 2757 15960769
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.4675775 0.4262289 0.5178104 0.5178104 23694 16028386 0.0014783 12269 16516 11425 15988176
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9508877 0.9894108 0.9152521 0.9152521 608440 16028386 0.0379602 556876 5960 51564 15413986
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9666622 0.9805824 0.9531317 0.9531317 999417 16028386 0.0623529 952576 18863 46841 15010106
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.6284441 0.5339792 0.7635156 0.7635156 49665 16028386 0.0030986 37920 33094 11745 15945627
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.6295065 0.8716915 0.4926359 0.4926359 91321 16028386 0.0056975 44988 6622 46333 15930443
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8226341 0.9229422 0.7419923 0.7419923 2841 16028386 0.0001772 2108 176 733 16025369
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8496475 0.8480968 0.8512039 0.8512039 51043 16028386 0.0031845 43448 7782 7595 15969561
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9176696 0.8670029 0.9746255 0.9746255 42326 16028386 0.0026407 41252 6328 1074 15979732
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9929041 0.9891114 0.9967260 0.9967260 140807 16028386 0.0087849 140346 1545 461 15886034
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0179191 0.0093352 0.2226656 0.2226656 1253 16028386 0.0000782 279 29608 974 15997525
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9795043 0.9864359 0.9726695 0.9726695 1015787 16028386 0.0633743 988025 13586 27762 14999013
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9584764 0.9301105 0.9886269 0.9886269 141210 16028386 0.0088100 139604 10490 1606 15876686
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9683578 0.9685558 0.9681599 0.9681599 1333382 16028386 0.0831888 1290927 41910 42455 14653094
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0016641 0.0028355 0.0011776 0.0011776 5095 16028386 0.0003179 6 2110 5089 16021181
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0877937 0.8891362 0.0461766 0.0461766 43247 16028386 0.0026982 1997 249 41250 15984890
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9727743 0.9957724 0.9508145 0.9508145 459282 16028386 0.0286543 436692 1854 22590 15567250
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9075553 0.9926334 0.8359098 0.8359098 461350 16028386 0.0287833 385647 2862 75703 15564174
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8225057 0.9961055 0.7004350 0.7004350 94941 16028386 0.0059233 66500 260 28441 15933185
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9132268 0.9581266 0.8723469 0.8723469 439245 16028386 0.0274042 383174 16746 56071 15572395
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.2757302 0.2784375 0.2730749 0.2730749 28505 16028386 0.0017784 7784 20172 20721 15979709
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 1 /Granulocytes /Granulocytes 0.9971964 0.9998555 0.9945514 0.9945514 9748168 16163956 0.6030806 9695054 1401 53114 6414387
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.1520701 1.0000000 0.0822921 0.0822921 51864 16163956 0.0032086 4268 0 47596 16112092
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9623147 0.9399823 0.9857341 0.9857341 49699 16163956 0.0030747 48990 3128 709 16111129
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9302505 0.9102452 0.9511549 0.9511549 64592 16163956 0.0039961 61437 6058 3155 16093306
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8797543 0.8822379 0.8772846 0.8772846 99743 16163956 0.0061707 87503 11680 12240 16052533
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5897031 0.6866495 0.5167451 0.5167451 7226 16163956 0.0004470 3734 1704 3492 16155026
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8000000 0.9169494 0.7095080 0.7095080 8761 16163956 0.0005420 6216 563 2545 16154632
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9077654 0.9377286 0.8796577 0.8796577 49542 16163956 0.0030650 43580 2894 5962 16111520
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.4663708 0.4445419 0.4904542 0.4904542 23780 16163956 0.0014712 11663 14573 12117 16125603
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9498759 0.9883677 0.9142698 0.9142698 614859 16163956 0.0380389 562147 6616 52712 15542481
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9376728 0.9662270 0.9107578 0.9107578 1012907 16163956 0.0626645 922513 32245 90394 15118804
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4837799 0.3539855 0.7638620 0.7638620 48027 16163956 0.0029712 36686 66951 11341 16048978
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.4806579 0.6836907 0.3706018 0.3706018 91713 16163956 0.0056739 33989 15725 57724 16056518
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.2962355 0.2442438 0.3763478 0.3763478 2875 16163956 0.0001779 1082 3348 1793 16157733
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8921434 0.8793653 0.9052983 0.9052983 51847 16163956 0.0032076 46937 6439 4910 16105670
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9103003 0.8543588 0.9740810 0.9740810 42710 16163956 0.0026423 41603 7092 1107 16114154
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9926573 0.9885165 0.9968328 0.9968328 141450 16163956 0.0087510 141002 1638 448 16020868
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0081193 0.0045653 0.0366534 0.0366534 1255 16163956 0.0000776 46 10030 1209 16152671
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9769786 0.9886733 0.9655572 0.9655572 1022797 16163956 0.0632764 987569 11314 35228 15129845
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9658053 0.9433565 0.9893485 0.9893485 142328 16163956 0.0088053 140812 8455 1516 16013173
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9674940 0.9641580 0.9708532 0.9708532 1344605 16163956 0.0831854 1305414 48528 39191 14770823
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0030006 0.0037249 0.0025121 0.0025121 5175 16163956 0.0003202 13 3477 5162 16155304
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.1602726 0.8742960 0.0882226 0.0882226 43991 16163956 0.0027215 3881 558 40110 16119407
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9668536 0.9977128 0.9378461 0.9378461 461870 16163956 0.0285741 433163 993 28707 15701093
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.8859911 0.9966560 0.7974457 0.7974457 464947 16163956 0.0287644 370770 1244 94177 15697765
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.7835551 0.9911991 0.6478406 0.6478406 95789 16163956 0.0059261 62056 551 33733 16067616
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9184202 0.9644435 0.8765894 0.8765894 442855 16163956 0.0273977 388202 14312 54653 15706789
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.5072001 0.4408422 0.5970750 0.5970750 28581 16163956 0.0017682 17065 21645 11516 16113730
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 1 /Granulocytes /Granulocytes 0.9951067 0.9999767 0.9902839 0.9902839 9715414 16114380 0.6029034 9621018 224 94396 6398742
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6086881 0.8701285 0.4680553 0.4680553 52090 16114380 0.0032325 24381 3639 27709 16058651
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9643898 0.9428599 0.9869260 0.9869260 49105 16114380 0.0030473 48463 2937 642 16062338
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9571727 0.9459791 0.9686344 0.9686344 62967 16114380 0.0039075 60992 3483 1975 16047930
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8898108 0.9037678 0.8762783 0.8762783 99255 16114380 0.0061594 86975 9261 12280 16005864
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5920666 0.5946242 0.5895309 0.5895309 7355 16114380 0.0004564 4336 2956 3019 16104069
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.7313934 0.8984020 0.6167436 0.6167436 8660 16114380 0.0005374 5341 604 3319 16105116
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8330915 0.9466850 0.7438377 0.7438377 49008 16114380 0.0030413 36454 2053 12554 16063319
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.3913320 0.3533774 0.4384207 0.4384207 23149 16114380 0.0014365 10149 18571 13000 16072660
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9491609 0.9917388 0.9100885 0.9100885 611657 16114380 0.0379572 556662 4637 54995 15498086
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.8372328 0.9810149 0.7302099 0.7302099 1007120 16114380 0.0624982 735409 14232 271711 15093028
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.2970592 0.1844590 0.7625399 0.7625399 50080 16114380 0.0031078 38188 168839 11892 15895461
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.6153683 0.8823089 0.4724344 0.4724344 92307 16114380 0.0057282 43609 5817 48698 16016256
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.7742802 0.8623343 0.7025427 0.7025427 2871 16114380 0.0001782 2017 322 854 16111187
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8491068 0.8084487 0.8940711 0.8940711 51544 16114380 0.0031986 46084 10919 5460 16051917
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9159702 0.8648576 0.9735037 0.9735037 42723 16114380 0.0026512 41591 6499 1132 16065158
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9928480 0.9893363 0.9963848 0.9963848 141624 16114380 0.0087887 141112 1521 512 15971235
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0130249 0.0071127 0.0771704 0.0771704 1244 16114380 0.0000772 96 13401 1148 16099735
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9800324 0.9845479 0.9755581 0.9755581 1024102 16114380 0.0635521 999071 15680 25031 15074598
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9703644 0.9705414 0.9701875 0.9701875 142591 16114380 0.0088487 138340 4199 4251 15967590
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9650860 0.9651072 0.9650647 0.9650647 1339735 16114380 0.0831391 1292931 46745 46804 14727900
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.1444125 0.1289069 0.1641584 0.1641584 5050 16114380 0.0003134 829 5602 4221 16103728
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0472848 0.4548523 0.0249387 0.0249387 43226 16114380 0.0026824 1078 1292 42148 16069862
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9715749 0.9878123 0.9558627 0.9558627 462035 16114380 0.0286722 441642 5449 20393 15646896
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9109854 0.9902618 0.8434613 0.8434613 464639 16114380 0.0288338 391905 3854 72734 15645887
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8409008 0.9900494 0.7308065 0.7308065 95983 16114380 0.0059564 70145 705 25838 16017692
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9137503 0.9130453 0.9144563 0.9144563 440687 16114380 0.0273474 402989 38379 37698 15635314
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.4572673 0.3588857 0.6299585 0.6299585 28159 16114380 0.0017474 17739 31689 10420 16054532
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1 /Granulocytes /Granulocytes 0.9992047 0.9993759 0.9990336 0.9990336 10045380 16665728 0.6027567 10035672 6267 9708 6614081
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8494008 0.8023420 0.9023238 0.9023238 53534 16665728 0.0032122 48305 11900 5229 16600294
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8978052 0.9916675 0.8201749 0.8201749 51222 16665728 0.0030735 42011 353 9211 16614153
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9758640 0.9735914 0.9781473 0.9781473 66033 16665728 0.0039622 64590 1752 1443 16597943
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9190112 0.9012605 0.9374751 0.9374751 102807 16665728 0.0061688 96379 10559 6428 16552362
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6408097 0.6585230 0.6240243 0.6240243 7559 16665728 0.0004536 4717 2446 2842 16655723
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8683828 0.8746477 0.8622069 0.8622069 8999 16665728 0.0005400 7759 1112 1240 16655617
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9124474 0.9843807 0.8503113 0.8503113 50919 16665728 0.0030553 43297 687 7622 16614122
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7322402 0.8546467 0.6405042 0.6405042 24437 16665728 0.0014663 15652 2662 8785 16638629
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9828121 0.9723432 0.9935089 0.9935089 634103 16665728 0.0380483 629987 17919 4116 16013706
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9860272 0.9925352 0.9796040 0.9796040 1043491 16665728 0.0626130 1022208 7688 21283 15614549
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.7608792 0.6981679 0.8359680 0.8359680 50417 16665728 0.0030252 42147 18221 8270 16597090
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9138277 0.8544094 0.9821280 0.9821280 94841 16665728 0.0056908 93146 15872 1695 16555015
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8911748 0.9298810 0.8555622 0.8555622 53414 16665728 0.0032050 45699 3446 7715 16608868
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9358910 0.9915259 0.8861678 0.8861678 44100 16665728 0.0026461 39080 334 5020 16621294
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9963905 0.9941237 0.9986677 0.9986677 146363 16665728 0.0087823 146168 864 195 16518501
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0308031 0.0527307 0.0217560 0.0217560 1287 16665728 0.0000772 28 503 1259 16663938
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9775625 0.9593204 0.9965118 0.9965118 1057277 16665728 0.0634402 1053589 44677 3688 15563774
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9613093 0.9716152 0.9512197 0.9512197 146965 16665728 0.0088184 139796 4084 7169 16514679
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9829010 0.9914137 0.9745332 0.9745332 1386827 16665728 0.0832143 1351509 11705 35318 15267196
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3777413 0.8853147 0.2400910 0.2400910 5273 16665728 0.0003164 1266 164 4007 16660291
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8480749 0.8094335 0.8905907 0.8905907 45051 16665728 0.0027032 40122 9446 4929 16611231
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9750826 0.9852854 0.9650889 0.9650889 477069 16665728 0.0286258 460414 6876 16655 16181783
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9353788 0.8845196 0.9924437 0.9924437 480394 16665728 0.0288253 476764 62245 3630 16123089
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8895942 0.8503924 0.9325850 0.9325850 98880 16665728 0.0059331 92214 16223 6666 16550625
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9345688 0.9952544 0.8808584 0.8808584 456650 16665728 0.0274005 402244 1918 54406 16207160
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.5415802 0.9932078 0.3722928 0.3722928 29458 16665728 0.0017676 10967 75 18491 16636195
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1 /Granulocytes /Granulocytes 0.9990516 0.9993224 0.9987809 0.9987809 10049130 16671781 0.6027628 10036879 6806 12251 6615845
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.7962182 0.9311636 0.6954350 0.6954350 53647 16671781 0.0032178 37308 2758 16339 16615376
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9252908 0.9068746 0.9444705 0.9444705 51162 16671781 0.0030688 48321 4962 2841 16615657
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9723715 0.9805324 0.9643453 0.9643453 65966 16671781 0.0039567 63614 1263 2352 16604552
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8975682 0.8554257 0.9440781 0.9440781 102822 16671781 0.0061674 97072 16406 5750 16552553
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6181376 0.5316359 0.7382586 0.7382586 7580 16671781 0.0004547 5596 4930 1984 16659271
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9010078 0.8523337 0.9555778 0.9555778 8982 16671781 0.0005388 8583 1487 399 16661312
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9331982 0.9740790 0.8956107 0.8956107 50896 16671781 0.0030528 45583 1213 5313 16619672
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7937612 0.7974861 0.7900709 0.7900709 24413 16671781 0.0014643 19288 4898 5125 16642470
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9855888 0.9867178 0.9844624 0.9844624 633948 16671781 0.0380252 624098 8401 9850 16029432
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9807063 0.9785969 0.9828248 0.9828248 1043190 16671781 0.0625722 1025273 22424 17917 15606167
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.5427462 0.7517498 0.4246764 0.4246764 50834 16671781 0.0030491 21588 7129 29246 16613818
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8519126 0.7573611 0.9734401 0.9734401 94993 16671781 0.0056978 92470 29625 2523 16547163
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8556492 0.8579642 0.8533468 0.8533468 2973 16671781 0.0001783 2537 420 436 16668388
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8627435 0.9491983 0.7907229 0.7907229 53379 16671781 0.0032018 42208 2259 11171 16616143
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9333173 0.9033229 0.9653719 0.9653719 44126 16671781 0.0026467 42598 4559 1528 16623096
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9962518 0.9941313 0.9983814 0.9983814 146426 16671781 0.0087829 146189 863 237 16524492
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0373225 0.0252817 0.0712626 0.0712626 1291 16671781 0.0000774 92 3547 1199 16666943
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9770790 0.9781540 0.9760064 0.9760064 1058076 16671781 0.0634651 1032689 23064 25387 15590641
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9541868 0.9922088 0.9189713 0.9189713 147170 16671781 0.0088275 135245 1062 11925 16523549
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9845827 0.9792555 0.9899681 0.9899681 1387270 16671781 0.0832107 1373353 29093 13917 15255418
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7435181 0.7552379 0.7321564 0.7321564 5268 16671781 0.0003160 3857 1250 1411 16665263
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8896363 0.8775991 0.9020083 0.9020083 45014 16671781 0.0027000 40603 5663 4411 16621104
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9733341 0.9707008 0.9759817 0.9759817 477552 16671781 0.0286443 466082 14068 11470 16180161
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9651272 0.9766556 0.9538678 0.9538678 480489 16671781 0.0288205 458323 10955 22166 16180337
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9363883 0.9449923 0.9279396 0.9279396 99028 16671781 0.0059399 91892 5349 7136 16567404
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9737873 0.9638205 0.9839625 0.9839625 456741 16671781 0.0273961 449416 16870 7325 16198170
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8454707 0.8414141 0.8495665 0.8495665 29415 16671781 0.0017644 24990 4710 4425 16637656
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1 /Granulocytes /Granulocytes 0.9994827 0.9991379 0.9998277 0.9998277 9667226 16028386 0.6031316 9665560 8340 1666 6352820
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9309783 0.9650503 0.8992301 0.8992301 51434 16028386 0.0032089 46251 1675 5183 15975277
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9606135 0.9480343 0.9735311 0.9735311 49341 16028386 0.0030784 48035 2633 1306 15976412
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9860910 0.9823076 0.9899036 0.9899036 63884 16028386 0.0039857 63239 1139 645 15963363
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9529312 0.9348305 0.9717467 0.9717467 98608 16028386 0.0061521 95822 6680 2786 15923098
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5978886 0.8300763 0.4672032 0.4672032 7455 16028386 0.0004651 3483 713 3972 16020218
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9250649 0.9426407 0.9081325 0.9081325 8632 16028386 0.0005385 7839 477 793 16019277
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9811662 0.9870994 0.9753039 0.9753039 48955 16028386 0.0030543 47746 624 1209 15978807
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8752098 0.8809921 0.8695028 0.8695028 23694 16028386 0.0014783 20602 2783 3092 16001909
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9923238 0.9925416 0.9921060 0.9921060 608440 16028386 0.0379602 603637 4536 4803 15415410
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9890095 0.9959104 0.9822036 0.9822036 999417 16028386 0.0623529 981631 4031 17786 15024938
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.8239200 0.7321627 0.9419712 0.9419712 49665 16028386 0.0030986 46783 17114 2882 15961607
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9629491 0.9675533 0.9583885 0.9583885 91321 16028386 0.0056975 87521 2935 3800 15934130
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9105145 0.9678954 0.8595565 0.8595565 2841 16028386 0.0001772 2442 81 399 16025464
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9654171 0.9537885 0.9773328 0.9773328 51043 16028386 0.0031845 49886 2417 1157 15974926
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9736540 0.9971026 0.9512829 0.9512829 42326 16028386 0.0026407 40264 117 2062 15985943
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9982840 0.9988056 0.9977629 0.9977629 140807 16028386 0.0087849 140492 168 315 15887411
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA 0.0000000 0.0000000 0.0000000 1253 16028386 0.0000782 0 6 1253 16027127
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9898480 0.9850743 0.9946682 0.9946682 1015787 16028386 0.0633743 1010371 15309 5416 14997290
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9812349 0.9773093 0.9851923 0.9851923 141210 16028386 0.0088100 139119 3230 2091 15883946
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9927672 0.9944740 0.9910663 0.9910663 1333382 16028386 0.0831888 1321470 7343 11912 14687661
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7529138 0.9268293 0.6339549 0.6339549 5095 16028386 0.0003179 3230 255 1865 16023036
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9353812 0.9364108 0.9343538 0.9343538 43247 16028386 0.0026982 40408 2744 2839 15982395
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9859766 0.9897841 0.9821983 0.9821983 459282 16028386 0.0286543 451106 4656 8176 15564448
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9848911 0.9839015 0.9858827 0.9858827 461350 16028386 0.0287833 454837 7442 6513 15559594
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9537271 0.9290644 0.9797348 0.9797348 94941 16028386 0.0059233 93017 7102 1924 15926343
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9871645 0.9896151 0.9847261 0.9847261 439245 16028386 0.0274042 432536 4539 6709 15584602
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8599901 0.9878926 0.7614103 0.7614103 28505 16028386 0.0017784 21704 266 6801 15999615
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1 /Granulocytes /Granulocytes 0.9995102 0.9996030 0.9994173 0.9994173 9748168 16163956 0.6030806 9742488 3869 5680 6411919
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9307686 0.9168412 0.9451257 0.9451257 51864 16163956 0.0032086 49018 4446 2846 16107646
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9634826 0.9477577 0.9797380 0.9797380 49699 16163956 0.0030747 48692 2684 1007 16111573
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9882616 0.9911549 0.9853852 0.9853852 64592 16163956 0.0039961 63648 568 944 16098796
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9537525 0.9680987 0.9398254 0.9398254 99743 16163956 0.0061707 93741 3089 6002 16061124
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7037836 0.8787816 0.5869084 0.5869084 7226 16163956 0.0004470 4241 585 2985 16156145
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9171070 0.8613395 0.9805958 0.9805958 8761 16163956 0.0005420 8591 1383 170 16153812
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9777706 0.9843309 0.9712971 0.9712971 49542 16163956 0.0030650 48120 766 1422 16113648
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8469207 0.9230082 0.7824222 0.7824222 23780 16163956 0.0014712 18606 1552 5174 16138624
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9917683 0.9885234 0.9950346 0.9950346 614859 16163956 0.0380389 611806 7103 3053 15541994
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9928542 0.9947927 0.9909232 0.9909232 1012907 16163956 0.0626645 1003713 5254 9194 15145795
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.8693654 0.8018325 0.9493202 0.9493202 48027 16163956 0.0029712 45593 11268 2434 16104661
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9340728 0.9107209 0.9586536 0.9586536 91713 16163956 0.0056739 87921 8619 3792 16063624
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9624355 0.9857768 0.9401739 0.9401739 2875 16163956 0.0001779 2703 39 172 16161042
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9113961 0.9938276 0.8415916 0.8415916 51847 16163956 0.0032076 43634 271 8213 16111838
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9834844 0.9840146 0.9829548 0.9829548 42710 16163956 0.0026423 41982 682 728 16120564
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9983881 0.9983740 0.9984023 0.9984023 141450 16163956 0.0087510 141224 230 226 16022276
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015860 0.1666667 0.0007968 0.0007968 1255 16163956 0.0000776 1 5 1254 16162696
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9888816 0.9878757 0.9898895 0.9898895 1022797 16163956 0.0632764 1012456 12426 10341 15128733
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9776923 0.9763121 0.9790765 0.9790765 142328 16163956 0.0088053 139350 3381 2978 16018247
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9924618 0.9921586 0.9927652 0.9927652 1344605 16163956 0.0831854 1334877 10550 9728 14808801
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7702369 0.6557577 0.9331401 0.9331401 5175 16163956 0.0003202 4829 2535 346 16156246
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9232011 0.9506961 0.8972517 0.8972517 43991 16163956 0.0027215 39471 2047 4520 16117918
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9854802 0.9926783 0.9783857 0.9783857 461870 16163956 0.0285741 451887 3333 9983 15698753
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9787322 0.9658094 0.9920055 0.9920055 464947 16163956 0.0287644 461230 16328 3717 15682681
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9621597 0.9462930 0.9785675 0.9785675 95789 16163956 0.0059261 93736 5320 2053 16062847
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9833026 0.9925848 0.9741925 0.9741925 442855 16163956 0.0273977 431426 3223 11429 15717878
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8948694 0.9138824 0.8766313 0.8766313 28581 16163956 0.0017682 25055 2361 3526 16133014
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1 /Granulocytes /Granulocytes 0.9995829 0.9993088 0.9998571 0.9998571 9715414 16114380 0.6029034 9714026 6719 1388 6392247
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9293793 0.9368575 0.9220196 0.9220196 52090 16114380 0.0032325 48028 3237 4062 16059053
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9344729 0.8914197 0.9818959 0.9818959 49105 16114380 0.0030473 48216 5873 889 16059402
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9845020 0.9720734 0.9972525 0.9972525 62967 16114380 0.0039075 62794 1804 173 16049609
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9424347 0.9652878 0.9206388 0.9206388 99255 16114380 0.0061594 91378 3286 7877 16011839
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6968557 0.8466174 0.5921142 0.5921142 7355 16114380 0.0004564 4355 789 3000 16106236
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9279690 0.9160666 0.9401848 0.9401848 8660 16114380 0.0005374 8142 746 518 16104974
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9825671 0.9888003 0.9764120 0.9764120 49008 16114380 0.0030413 47852 542 1156 16064830
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8900065 0.9177604 0.8638818 0.8638818 23149 16114380 0.0014365 19998 1792 3151 16089439
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9930194 0.9908743 0.9951738 0.9951738 611657 16114380 0.0379572 608705 5606 2952 15497117
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9867897 0.9755067 0.9983368 0.9983368 1007120 16114380 0.0624982 1005445 25245 1675 15082015
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.7067677 0.9449161 0.5644968 0.5644968 50080 16114380 0.0031078 28270 1648 21810 16062652
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9564837 0.9783616 0.9355629 0.9355629 92307 16114380 0.0057282 86359 1910 5948 16020163
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9458333 0.9428868 0.9487983 0.9487983 2871 16114380 0.0001782 2724 165 147 16111344
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9587325 0.9672610 0.9503531 0.9503531 51544 16114380 0.0031986 48985 1658 2559 16061178
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9764366 0.9890743 0.9641177 0.9641177 42723 16114380 0.0026512 41190 455 1533 16071202
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9981397 0.9980164 0.9982630 0.9982630 141624 16114380 0.0087887 141378 281 246 15972475
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA 0.0000000 0.0000000 0.0000000 1244 16114380 0.0000772 0 2 1244 16113134
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9858848 0.9950852 0.9768529 0.9768529 1024102 16114380 0.0635521 1000397 4941 23705 15085337
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9680093 0.9483781 0.9884705 0.9884705 142591 16114380 0.0088487 140947 7672 1644 15964117
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9912048 0.9887936 0.9936278 0.9936278 1339735 16114380 0.0831391 1331198 15087 8537 14759558
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8346386 0.7651428 0.9180198 0.9180198 5050 16114380 0.0003134 4636 1423 414 16107907
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9228019 0.9386681 0.9074631 0.9074631 43226 16114380 0.0026824 39226 2563 4000 16068591
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9848019 0.9864261 0.9831831 0.9831831 462035 16114380 0.0286722 454265 6251 7770 15646094
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9767779 0.9828641 0.9707666 0.9707666 464639 16114380 0.0288338 451056 7864 13583 15641877
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9564034 0.9646646 0.9482825 0.9482825 95983 16114380 0.0059564 91019 3334 4964 16015063
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9828731 0.9721204 0.9938664 0.9938664 440687 16114380 0.0273474 437984 12561 2703 15661132
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8991605 0.8408803 0.9661210 0.9661210 28159 16114380 0.0017474 27205 5148 954 16081073
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 1 /Granulocytes /Granulocytes 0.9845501 0.9993503 0.9701819 0.9701819 10013960 16462252 0.6082983 9715363 6316 298597 6441976
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.5107764 0.6218116 0.4333876 0.4333876 51019 16462252 0.0030992 22111 13448 28908 16397785
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.7371009 0.6332994 0.8816002 0.8816002 50169 16462252 0.0030475 44229 25610 5940 16386473
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.7793264 0.6685691 0.9340669 0.9340669 65339 16462252 0.0039690 61031 30255 4308 16366658
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8313787 0.7558824 0.9236293 0.9236293 100274 16462252 0.0060911 92616 29911 7658 16332067
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5389307 0.4086278 0.7912411 0.7912411 7147 16462252 0.0004341 5655 8184 1492 16446921
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8009873 0.6788038 0.9768116 0.9768116 8970 16462252 0.0005449 8762 4146 208 16449136
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.6478767 0.8041527 0.5424575 0.5424575 49049 16462252 0.0029795 26607 6480 22442 16406723
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7146636 0.6149978 0.8528805 0.8528805 24232 16462252 0.0014720 20667 12938 3565 16425082
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9512300 0.9325802 0.9706410 0.9706410 632822 16462252 0.0384408 614243 44406 18579 15785024
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9217899 0.9118747 0.9319230 0.9319230 998648 16462252 0.0606629 930663 89941 67985 15373663
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.5383065 0.4363223 0.7025078 0.7025078 45618 16462252 0.0027711 32047 41401 13571 16375233
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7450482 0.6296387 0.9122610 0.9122610 93516 16462252 0.0056806 85311 50181 8205 16318555
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2963 16462252 0.0001800 0 0 2963 16459289
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.7689784 0.6618145 0.9175525 0.9175525 52870 16462252 0.0032116 48511 24789 4359 16384593
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8660191 0.7708344 0.9880229 0.9880229 44084 16462252 0.0026779 43556 12949 528 16405219
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9090768 0.8340703 0.9989068 0.9989068 146355 16462252 0.0088903 146195 29084 160 16286813
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0254540 0.0153237 0.0751055 0.0751055 1185 16462252 0.0000720 89 5719 1096 16455348
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9557057 0.9505923 0.9608743 0.9608743 1033056 16462252 0.0627530 992637 51593 40419 15377603
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9064993 0.8397440 0.9847845 0.9847845 146561 16462252 0.0089029 144331 27544 2230 16288147
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9633446 0.9836788 0.9438341 0.9438341 1346351 16462252 0.0817841 1270732 21084 75619 15094817
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.2956218 0.4022403 0.2336817 0.2336817 5071 16462252 0.0003080 1185 1761 3886 16455420
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8295659 0.8431857 0.8163791 0.8163791 43470 16462252 0.0026406 35488 6600 7982 16412182
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9490960 0.9303120 0.9686542 0.9686542 474131 16462252 0.0288011 459269 34403 14862 15953718
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.8866375 0.9206094 0.8550835 0.8550835 460348 16462252 0.0279639 393636 33946 66712 15967958
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.7900684 0.7557208 0.8276869 0.8276869 88020 16462252 0.0053468 72853 23549 15167 16350683
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.8939422 0.8464839 0.9470382 0.9470382 448512 16462252 0.0272449 424758 77033 23754 15936707
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.6859533 0.5371267 0.9488636 0.9488636 28512 16462252 0.0017320 27054 23314 1458 16410426
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 1 /Granulocytes /Granulocytes 0.9955798 0.9992932 0.9918939 0.9918939 10038523 16524341 0.6074991 9957150 7043 81373 6478775
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6883074 0.7917385 0.6087779 0.6087779 51288 16524341 0.0031038 31223 8213 20065 16464840
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8224374 0.7605381 0.8953054 0.8953054 50079 16524341 0.0030306 44836 14117 5243 16460145
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9051750 0.8519774 0.9654584 0.9654584 65602 16524341 0.0039700 63336 11004 2266 16447735
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8588433 0.8432547 0.8750190 0.8750190 98623 16524341 0.0059683 86297 16041 12326 16409677
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6209228 0.5180972 0.7746697 0.7746697 7114 16524341 0.0004305 5511 5126 1603 16512101
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8270372 0.7156016 0.9795805 0.9795805 8962 16524341 0.0005424 8779 3489 183 16511890
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7645663 0.9247808 0.6516676 0.6516676 49203 16524341 0.0029776 32064 2608 17139 16472530
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.6954570 0.5982769 0.8303303 0.8303303 24253 16524341 0.0014677 20138 13522 4115 16486566
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9697640 0.9727165 0.9668293 0.9668293 632155 16524341 0.0382560 611186 17143 20969 15875043
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9319520 0.9212392 0.9429169 0.9429169 1025961 16524341 0.0620879 967396 82707 58565 15415673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.2128435 0.1866154 0.2476496 0.2476496 48609 16524341 0.0029417 12038 52469 36571 16423263
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8275451 0.8217229 0.8334505 0.8334505 92489 16524341 0.0055971 77085 16724 15404 16415128
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8213982 0.7079776 0.9780923 0.9780923 2967 16524341 0.0001796 2902 1197 65 16520177
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8230118 0.7436399 0.9213517 0.9213517 52792 16524341 0.0031948 48640 16768 4152 16454781
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8749824 0.7875016 0.9843279 0.9843279 44091 16524341 0.0026682 43400 11711 691 16468539
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9240442 0.8597110 0.9987843 0.9987843 146420 16524341 0.0088609 146242 23864 178 16354057
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0546201 0.0360727 0.1124260 0.1124260 1183 16524341 0.0000716 133 3554 1050 16519604
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9577622 0.9492055 0.9664746 0.9664746 1038079 16524341 0.0628212 1003277 53688 34802 15432574
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9274524 0.8782136 0.9825405 0.9825405 146682 16524341 0.0088767 144121 19986 2561 16357673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9644672 0.9869804 0.9429581 0.9429581 1347308 16524341 0.0815347 1270455 16759 76853 15160274
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3990007 0.5071061 0.3288880 0.3288880 5099 16524341 0.0003086 1677 1630 3422 16517612
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8704170 0.9418777 0.8090351 0.8090351 43165 16524341 0.0026122 34922 2155 8243 16479021
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9506985 0.9352182 0.9667000 0.9667000 474564 16524341 0.0287191 458761 31778 15803 16017999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9334876 0.9679606 0.9013856 0.9013856 464476 16524341 0.0281086 418672 13858 45804 16046007
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8993520 0.8773179 0.9225213 0.9225213 91238 16524341 0.0055214 84169 11770 7069 16421333
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9509581 0.9554308 0.9465271 0.9465271 447685 16524341 0.0270925 423746 19767 23939 16056889
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7492042 0.6435367 0.8963896 0.8963896 25731 16524341 0.0015572 23065 12776 2666 16485834
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 1 /Granulocytes /Granulocytes 0.9941722 0.9993092 0.9890878 0.9890878 9653799 15872550 0.6082072 9548455 6601 105344 6212150
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6351455 0.8066755 0.5237717 0.5237717 49050 15872550 0.0030902 25691 6157 23359 15817343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8143369 0.7317961 0.9178649 0.9178649 48615 15872550 0.0030628 44622 16354 3993 15807581
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8604198 0.7794800 0.9601166 0.9601166 63485 15872550 0.0039997 60953 17244 2532 15791821
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8594069 0.8234295 0.8986717 0.8986717 95462 15872550 0.0060143 85789 18396 9673 15758692
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6389649 0.4995331 0.8863730 0.8863730 7243 15872550 0.0004563 6420 6432 823 15858875
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8278526 0.7213879 0.9711829 0.9711829 8606 15872550 0.0005422 8358 3228 248 15860716
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7440970 0.9011770 0.6336487 0.6336487 47247 15872550 0.0029766 29938 3283 17309 15822020
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7092078 0.6196035 0.8291099 0.8291099 23559 15872550 0.0014843 19533 11992 4026 15836999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9699964 0.9697496 0.9702432 0.9702432 607155 15872550 0.0382519 589088 18376 18067 15247019
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9543381 0.9432189 0.9657226 0.9657226 978984 15872550 0.0616778 945427 56914 33557 14836652
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4568719 0.4606700 0.4531360 0.4531360 41151 15872550 0.0025926 18647 21831 22504 15809568
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8150012 0.7720978 0.8629531 0.8629531 89349 15872550 0.0056292 77104 22759 12245 15760442
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8422237 0.7695244 0.9300923 0.9300923 2818 15872550 0.0001775 2621 785 197 15868947
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8216278 0.7413420 0.9214153 0.9214153 50506 15872550 0.0031820 46537 16237 3969 15805807
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8728482 0.7825891 0.9866414 0.9866414 42295 15872550 0.0026647 41730 11593 565 15818662
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9166037 0.8469229 0.9987784 0.9987784 140801 15872550 0.0088707 140629 25418 172 15706331
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0617483 0.0360556 0.2148404 0.2148404 1159 15872550 0.0000730 249 6657 910 15864734
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9532944 0.9452856 0.9614399 0.9614399 994656 15872550 0.0626652 956302 55352 38354 14822542
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9154285 0.8559976 0.9837275 0.9837275 140667 15872550 0.0088623 138378 23279 2289 15708604
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9629425 0.9863359 0.9406330 0.9406330 1294306 15872550 0.0815437 1217467 16866 76839 14561378
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.4109158 0.5653430 0.3227535 0.3227535 4852 15872550 0.0003057 1566 1204 3286 15866494
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8630572 0.9425863 0.7959041 0.7959041 41358 15872550 0.0026056 32917 2005 8441 15829187
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9459946 0.9231335 0.9700167 0.9700167 456888 15872550 0.0287848 443189 36903 13699 15378759
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9173651 0.9551278 0.8824749 0.8824749 445573 15872550 0.0280719 393207 18473 52366 15408504
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8961737 0.8412484 0.9587722 0.9587722 87150 15872550 0.0054906 83557 15768 3593 15769632
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9327076 0.9305049 0.9349208 0.9349208 430491 15872550 0.0271217 402475 30059 28016 15412000
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7977428 0.6925515 0.9406120 0.9406120 25325 15872550 0.0015955 23821 10575 1504 15836650
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 1 /Granulocytes /Granulocytes 0.9911525 0.9993069 0.9831302 0.9831302 9728281 15982233 0.6086935 9564167 6634 164114 6247318
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6365318 0.7201360 0.5703205 0.5703205 49765 15982233 0.0031138 28382 11030 21383 15921438
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8211717 0.7539711 0.9015236 0.9015236 48702 15982233 0.0030473 43906 14327 4796 15919204
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8073251 0.6933327 0.9661764 0.9661764 64245 15982233 0.0040198 62072 27455 2173 15890533
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8679565 0.8263637 0.9139581 0.9139581 96453 15982233 0.0060350 88154 18523 8299 15867257
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6607377 0.5320738 0.8714738 0.8714738 6948 15982233 0.0004347 6055 5325 893 15969960
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8163870 0.7014705 0.9763320 0.9763320 8746 15982233 0.0005472 8539 3634 207 15969853
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7366705 0.8691999 0.6392085 0.6392085 48061 15982233 0.0030072 30721 4623 17340 15929549
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7138809 0.6222705 0.8371217 0.8371217 23625 15982233 0.0014782 19777 12005 3848 15946603
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9674370 0.9651810 0.9697036 0.9697036 613341 15982233 0.0383764 594759 21456 18582 15347436
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9452505 0.9410314 0.9495075 0.9495075 971551 15982233 0.0607894 922495 57807 49056 14952875
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.5834567 0.5039490 0.6927518 0.6927518 42093 15982233 0.0026337 29160 28703 12933 15911437
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7816777 0.6949174 0.8931926 0.8931926 90284 15982233 0.0056490 80641 35403 9643 15856546
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8283628 0.7340885 0.9504190 0.9504190 2864 15982233 0.0001792 2722 986 142 15978383
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.7976989 0.7146450 0.9025959 0.9025959 51312 15982233 0.0032106 46314 18493 4998 15912428
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8688901 0.7758691 0.9872549 0.9872549 42683 15982233 0.0026707 42139 12173 544 15927377
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9119781 0.8389897 0.9988758 0.9988758 141439 15982233 0.0088498 141280 27113 159 15813681
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0509934 0.0315444 0.1329879 0.1329879 1158 15982233 0.0000725 154 4728 1004 15976347
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9559097 0.9458361 0.9662001 0.9662001 1003288 15982233 0.0627752 969377 55512 33911 14923433
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9224168 0.8681852 0.9838751 0.9838751 141706 15982233 0.0088665 139421 21168 2285 15819359
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9640053 0.9871058 0.9419613 0.9419613 1303991 15982233 0.0815900 1228309 16045 75682 14662197
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3944371 0.5644428 0.3031352 0.3031352 4912 15982233 0.0003073 1489 1149 3423 15976172
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8586628 0.8935553 0.8263930 0.8263930 42481 15982233 0.0026580 35106 4182 7375 15935570
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9534592 0.9369418 0.9705693 0.9705693 459283 15982233 0.0287371 445766 30001 13517 15492949
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9184407 0.9486333 0.8901108 0.8901108 448215 15982233 0.0280446 398961 21603 49254 15512415
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8858191 0.8266807 0.9540706 0.9540706 87308 15982233 0.0054628 83298 17464 4010 15877461
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9241524 0.9085653 0.9402838 0.9402838 433651 15982233 0.0271333 407755 41035 25896 15507547
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8075503 0.7058585 0.9434751 0.9434751 25847 15982233 0.0016172 24386 10162 1461 15946224
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 1 /Granulocytes /Granulocytes 0.9948037 0.9993177 0.9903303 0.9903303 9702044 15956885 0.6080162 9608228 6560 93816 6248281
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6954498 0.8046244 0.6123621 0.6123621 49781 15956885 0.0031197 30484 7402 19297 15899702
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8472571 0.7993937 0.9012171 0.9012171 47984 15956885 0.0030071 43244 10852 4740 15898049
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8598470 0.7718165 0.9705436 0.9705436 62669 15956885 0.0039274 60823 17982 1846 15876234
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8794638 0.8497289 0.9113552 0.9113552 95595 15956885 0.0059908 87121 15407 8474 15845883
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7162283 0.6133428 0.8605879 0.8605879 7008 15956885 0.0004392 6031 3802 977 15946075
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8372486 0.7332116 0.9756916 0.9756916 8639 15956885 0.0005414 8429 3067 210 15945179
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7733392 0.9213496 0.6663011 0.6663011 47417 15956885 0.0029716 31594 2697 15823 15906771
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7034139 0.5970263 0.8559385 0.8559385 22893 15956885 0.0014347 19595 13226 3298 15920766
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9705012 0.9735953 0.9674267 0.9674267 609549 15956885 0.0381997 589694 15993 19855 15331343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9451932 0.9333990 0.9572893 0.9572893 986287 15956885 0.0618095 944162 67369 42125 14903229
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.3383468 0.3220395 0.3563938 0.3563938 44058 15956885 0.0027611 15702 33056 28356 15879771
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8244816 0.8145875 0.8346190 0.8346190 89708 15956885 0.0056219 74872 17042 14836 15850135
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8608130 0.8004233 0.9310587 0.9310587 2843 15956885 0.0001782 2647 660 196 15953382
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8177864 0.7202498 0.9458777 0.9458777 51088 15956885 0.0032016 48323 18769 2765 15887028
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8752605 0.7881335 0.9840452 0.9840452 42683 15956885 0.0026749 42002 11291 681 15902911
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9236411 0.8590753 0.9987007 0.9987007 141617 15956885 0.0088750 141433 23201 184 15792067
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0477500 0.0272408 0.1932324 0.1932324 1123 15956885 0.0000704 217 7749 906 15948013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9594285 0.9524745 0.9664848 0.9664848 1003036 15956885 0.0628591 969419 48371 33617 14905478
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9310205 0.8848616 0.9822603 0.9822603 141716 15956885 0.0088812 139202 18113 2514 15797056
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9664499 0.9858838 0.9477674 0.9477674 1302615 15956885 0.0816334 1234576 17677 68039 14636593
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.4494667 0.5468026 0.3815477 0.3815477 4639 15956885 0.0002907 1770 1467 2869 15950779
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8801485 0.9376841 0.8292654 0.8292654 41462 15956885 0.0025984 34383 2285 7079 15913138
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9497408 0.9346820 0.9652928 0.9652928 458839 15956885 0.0287549 442914 30952 15925 15467094
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9308369 0.9628158 0.9009141 0.9009141 447985 15956885 0.0280747 403596 15587 44389 15493313
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9080977 0.8874164 0.9297658 0.9297658 86354 15956885 0.0054117 80289 10186 6065 15860345
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9467986 0.9528152 0.9408574 0.9408574 431635 15956885 0.0270501 406107 20111 25528 15505139
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7764254 0.6576801 0.9474979 0.9474979 25618 15956885 0.0016055 24273 12634 1345 15918633
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 1 /Granulocytes /Granulocytes 0.0673657 0.6030193 0.0356756 0.0356756 10045380 16665728 0.6027567 358375 235926 9687005 6384422
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059922 0.0032660 0.0362573 0.0362573 53534 16665728 0.0032122 1941 592363 51593 16019831
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057002 0.0030977 0.0356487 0.0356487 51222 16665728 0.0030735 1826 587636 49396 16026870
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0071117 0.0039506 0.0355883 0.0355883 66033 16665728 0.0039622 2350 592502 63683 16007193
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0103457 0.0060619 0.0352700 0.0352700 102807 16665728 0.0061688 3626 594534 99181 15968387
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0008342 0.0004224 0.0334700 0.0334700 7559 16665728 0.0004536 253 598722 7306 16059447
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010088 0.0005120 0.0337815 0.0337815 8999 16665728 0.0005400 304 593393 8695 16063336
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056542 0.0030711 0.0355859 0.0355859 50919 16665728 0.0030553 1812 588213 49107 16026596
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027191 0.0014150 0.0347015 0.0347015 24437 16665728 0.0014663 848 598444 23589 16042847
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0369043 0.0381738 0.0357166 0.0357166 634103 16665728 0.0380483 22648 570639 611455 15460986
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0452831 0.0620047 0.0356649 0.0356649 1043491 16665728 0.0626130 37216 562997 1006275 15059240
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056401 0.0030590 0.0360989 0.0360989 50417 16665728 0.0030252 1820 593141 48597 16022170
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0096833 0.0056086 0.0354066 0.0354066 94841 16665728 0.0056908 3358 595366 91483 15975521
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0058748 0.0032010 0.0356648 0.0356648 53414 16665728 0.0032050 1905 593214 51509 16019100
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0048688 0.0026159 0.0350794 0.0350794 44100 16665728 0.0026461 1547 589831 42553 16031797
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140854 0.0087736 0.0356989 0.0356989 146363 16665728 0.0087823 5225 590313 141138 15929052
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001414 0.0000709 0.0326340 0.0326340 1287 16665728 0.0000772 42 592661 1245 16071780
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0460771 0.0636569 0.0361060 0.0361060 1057277 16665728 0.0634402 38174 561510 1019103 15046941
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0142522 0.0088955 0.0358249 0.0358249 146965 16665728 0.0088184 5265 586604 141700 15932159
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0498750 0.0827846 0.0356879 0.0356879 1386827 16665728 0.0832143 49493 548360 1337334 14730541
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0005665 0.0002858 0.0320501 0.0320501 5273 16665728 0.0003164 169 591189 5104 16069266
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0052190 0.0028067 0.0371357 0.0371357 45051 16665728 0.0027032 1673 594397 43378 16026280
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0318906 0.0286492 0.0359592 0.0359592 477069 16665728 0.0286258 17155 581640 459914 15607019
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0319021 0.0287873 0.0357727 0.0357727 480394 16665728 0.0288253 17185 579779 463209 15605555
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0104541 0.0060929 0.0367820 0.0367820 98880 16665728 0.0059331 3637 593285 95243 15973563
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0308221 0.0272762 0.0354276 0.0354276 456650 16665728 0.0274005 16178 576939 440472 15632139
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0033950 0.0017816 0.0359834 0.0359834 29458 16665728 0.0017676 1060 593922 28398 16042348
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 1 /Granulocytes /Granulocytes 0.0652346 0.6034041 0.0344812 0.0344812 10049130 16671781 0.6027628 346506 227746 9702624 6394905
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0060534 0.0033068 0.0357336 0.0357336 53647 16671781 0.0032178 1917 577796 51730 16040338
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057904 0.0031529 0.0354169 0.0354169 51162 16671781 0.0030688 1812 572891 49350 16047728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070912 0.0039561 0.0341691 0.0341691 65966 16671781 0.0039567 2254 567496 63712 16038319
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106488 0.0062700 0.0353037 0.0353037 102822 16671781 0.0061674 3630 575314 99192 15993645
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009566 0.0004846 0.0368074 0.0368074 7580 16671781 0.0004547 279 575473 7301 16088728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010388 0.0005275 0.0336228 0.0336228 8982 16671781 0.0005388 302 572172 8680 16090627
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056309 0.0030670 0.0343249 0.0343249 50896 16671781 0.0030528 1747 567862 49149 16053023
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0028176 0.0014687 0.0345308 0.0345308 24413 16671781 0.0014643 843 573122 23570 16074246
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0361356 0.0378773 0.0345470 0.0345470 633948 16671781 0.0380252 21901 556308 612047 15481525
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0444145 0.0621573 0.0345517 0.0345517 1043190 16671781 0.0625722 36044 543840 1007146 15084751
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0055335 0.0030102 0.0342094 0.0342094 50834 16671781 0.0030491 1739 575966 49095 16044981
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0099669 0.0058038 0.0352552 0.0352552 94993 16671781 0.0056978 3349 573683 91644 16003105
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003631 0.0001825 0.0349815 0.0349815 2973 16671781 0.0001783 104 569802 2869 16099006
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0060029 0.0032815 0.0351636 0.0351636 53379 16671781 0.0032018 1877 570109 51502 16048293
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0046085 0.0024813 0.0322939 0.0322939 44126 16671781 0.0026467 1425 572866 42701 16054789
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0141488 0.0088815 0.0347684 0.0347684 146426 16671781 0.0087829 5091 568120 141335 15957235
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001782 0.0000893 0.0395043 0.0395043 1291 16671781 0.0000774 51 570962 1240 16099528
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0441717 0.0629126 0.0340335 0.0340335 1058076 16671781 0.0634651 36010 536371 1022066 15077334
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0139725 0.0087732 0.0343005 0.0343005 147170 16671781 0.0088275 5048 570342 142122 15954269
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0485397 0.0828034 0.0343329 0.0343329 1387270 16671781 0.0832107 47629 527577 1339641 14756934
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006024 0.0003039 0.0334093 0.0334093 5268 16671781 0.0003160 176 578879 5092 16087634
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0050243 0.0027102 0.0343893 0.0343893 45014 16671781 0.0027000 1548 569638 43466 16057129
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0312615 0.0285911 0.0344821 0.0344821 477552 16671781 0.0286443 16467 559482 461085 15634747
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0315600 0.0290065 0.0346064 0.0346064 480489 16671781 0.0288205 16628 556623 463861 15634669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101135 0.0059227 0.0345862 0.0345862 99028 16671781 0.0059399 3425 574861 95603 15997892
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0303412 0.0272267 0.0342601 0.0342601 456741 16671781 0.0273961 15648 559081 441093 15655959
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0032415 0.0017036 0.0333163 0.0333163 29415 16671781 0.0017644 980 574269 28435 16068097
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 1 /Granulocytes /Granulocytes 0.0652283 0.6037370 0.0344766 0.0344766 9667226 16028386 0.6031316 333293 218757 9333933 6142403
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059718 0.0032633 0.0351324 0.0351324 51434 16028386 0.0032089 1807 551932 49627 15425020
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0058414 0.0031815 0.0356296 0.0356296 49341 16028386 0.0030784 1758 550810 47583 15428235
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0073677 0.0041102 0.0355175 0.0355175 63884 16028386 0.0039857 2269 549775 61615 15414727
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106632 0.0062820 0.0352405 0.0352405 98608 16028386 0.0061521 3475 549690 95133 15380088
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009715 0.0004923 0.0363514 0.0363514 7455 16028386 0.0004651 271 550195 7184 15470736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010650 0.0005408 0.0348703 0.0348703 8632 16028386 0.0005385 301 556328 8331 15463426
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056094 0.0030555 0.0341742 0.0341742 48955 16028386 0.0030543 1673 545867 47282 15433564
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027711 0.0014445 0.0339326 0.0339326 23694 16028386 0.0014783 804 555786 22890 15448906
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0363043 0.0380066 0.0347479 0.0347479 608440 16028386 0.0379602 21142 535130 587298 14884816
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0442721 0.0621690 0.0343760 0.0343760 999417 16028386 0.0623529 34356 518267 965061 14510702
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0059090 0.0032196 0.0358804 0.0358804 49665 16028386 0.0030986 1782 551701 47883 15427020
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0097675 0.0056866 0.0345923 0.0345923 91321 16028386 0.0056975 3159 552359 88162 15384706
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0004003 0.0002012 0.0390707 0.0390707 2841 16028386 0.0001772 111 551696 2730 15473849
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0055559 0.0030331 0.0330310 0.0330310 51043 16028386 0.0031845 1686 554189 49357 15423154
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0050222 0.0027043 0.0351557 0.0351557 42326 16028386 0.0026407 1488 548750 40838 15437310
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0142366 0.0089408 0.0349201 0.0349201 140807 16028386 0.0087849 4917 545033 135890 15342546
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001493 0.0000748 0.0327215 0.0327215 1253 16028386 0.0000782 41 547892 1212 15479241
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0449597 0.0638993 0.0346805 0.0346805 1015787 16028386 0.0633743 35228 516077 980559 14496522
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140868 0.0088417 0.0346293 0.0346293 141210 16028386 0.0088100 4890 548169 136320 15339007
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0491428 0.0833422 0.0348445 0.0348445 1333382 16028386 0.0831888 46461 511012 1286921 14183992
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006930 0.0003497 0.0376840 0.0376840 5095 16028386 0.0003179 192 548793 4903 15474498
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051093 0.0027543 0.0352394 0.0352394 43247 16028386 0.0026982 1524 551785 41723 15433354
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0309657 0.0282761 0.0342208 0.0342208 459282 16028386 0.0286543 15717 540123 443565 15028981
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0311573 0.0285336 0.0343123 0.0343123 461350 16028386 0.0287833 15830 538955 445520 15028081
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0100706 0.0059081 0.0340843 0.0340843 94941 16028386 0.0059233 3236 544483 91705 15388962
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0307515 0.0274952 0.0348826 0.0348826 439245 16028386 0.0274042 15322 541938 423923 15047203
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0034658 0.0018229 0.0351166 0.0351166 28505 16028386 0.0017784 1001 548137 27504 15451744
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 1 /Granulocytes /Granulocytes 0.0652474 0.6038261 0.0344870 0.0344870 9748168 16163956 0.6030806 336185 220573 9411983 6195215
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0056286 0.0030766 0.0330094 0.0330094 51864 16163956 0.0032086 1712 554745 50152 15557347
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0056643 0.0030870 0.0343065 0.0343065 49699 16163956 0.0030747 1705 550613 47994 15563644
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070745 0.0039470 0.0340754 0.0340754 64592 16163956 0.0039961 2201 555444 62391 15543920
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106715 0.0062840 0.0353609 0.0353609 99743 16163956 0.0061707 3527 557740 96216 15506473
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009079 0.0004599 0.0351508 0.0351508 7226 16163956 0.0004470 254 552039 6972 15604691
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010715 0.0005442 0.0345851 0.0345851 8761 16163956 0.0005420 303 556473 8458 15598722
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056989 0.0031034 0.0348189 0.0348189 49542 16163956 0.0030650 1725 554112 47817 15560302
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027596 0.0014391 0.0335156 0.0335156 23780 16163956 0.0014712 797 553034 22983 15587142
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0358310 0.0375180 0.0342892 0.0342892 614859 16163956 0.0380389 21083 540861 593776 15008236
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0445627 0.0625425 0.0346123 0.0346123 1012907 16163956 0.0626645 35059 525504 977848 14625545
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0055785 0.0030279 0.0353968 0.0353968 48027 16163956 0.0029712 1700 559754 46327 15556175
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0096150 0.0056025 0.0338774 0.0338774 91713 16163956 0.0056739 3107 551465 88606 15520778
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003656 0.0001838 0.0354783 0.0354783 2875 16163956 0.0001779 102 555000 2773 15606081
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0061519 0.0033615 0.0362027 0.0362027 51847 16163956 0.0032076 1877 556498 49970 15555611
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0049464 0.0026627 0.0347460 0.0347460 42710 16163956 0.0026423 1484 555840 41226 15565406
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140519 0.0087985 0.0348745 0.0348745 141450 16163956 0.0087510 4933 555730 136517 15466776
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001481 0.0000742 0.0326693 0.0326693 1255 16163956 0.0000776 41 552532 1214 15610169
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0451998 0.0637177 0.0350216 0.0350216 1022797 16163956 0.0632764 35820 526347 986977 14614812
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140206 0.0087995 0.0344767 0.0344767 142328 16163956 0.0088053 4907 552737 137421 15468891
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0491349 0.0834499 0.0348177 0.0348177 1344605 16163956 0.0831854 46816 514191 1297789 14305160
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006908 0.0003486 0.0372947 0.0372947 5175 16163956 0.0003202 193 553407 4982 15605374
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051447 0.0027752 0.0351890 0.0351890 43991 16163956 0.0027215 1548 556240 42443 15563725
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0311301 0.0283974 0.0344448 0.0344448 461870 16163956 0.0285741 15909 544318 445961 15157768
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0313362 0.0287408 0.0344469 0.0344469 464947 16163956 0.0287644 16016 541241 448931 15157768
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101236 0.0059355 0.0343881 0.0343881 95789 16163956 0.0059261 3294 551672 92495 15516495
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0304006 0.0272317 0.0344040 0.0344040 442855 16163956 0.0273977 15236 544258 427619 15176843
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0032039 0.0016840 0.0328890 0.0328890 28581 16163956 0.0017682 940 557255 27641 15578120
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 1 /Granulocytes /Granulocytes 0.0657069 0.6039751 0.0347433 0.0347433 9715414 16114380 0.6029034 337546 221328 9377868 6177638
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059461 0.0032521 0.0346516 0.0346516 52090 16114380 0.0032325 1805 553229 50285 15509061
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0055964 0.0030478 0.0341717 0.0341717 49105 16114380 0.0030473 1678 548884 47427 15516391
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070175 0.0039100 0.0341925 0.0341925 62967 16114380 0.0039075 2153 548489 60814 15502924
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0104629 0.0061580 0.0347690 0.0347690 99255 16114380 0.0061594 3451 556958 95804 15458167
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009121 0.0004621 0.0346703 0.0346703 7355 16114380 0.0004564 255 551557 7100 15555468
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010391 0.0005277 0.0337182 0.0337182 8660 16114380 0.0005374 292 553097 8368 15552623
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0054039 0.0029401 0.0333619 0.0333619 49008 16114380 0.0030413 1635 554475 47373 15510897
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027931 0.0014543 0.0351635 0.0351635 23149 16114380 0.0014365 814 558910 22335 15532321
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0362850 0.0379797 0.0347352 0.0347352 611657 16114380 0.0379572 21246 538158 590411 14964565
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0444866 0.0627336 0.0344626 0.0344626 1007120 16114380 0.0624982 34708 518552 972412 14588708
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056278 0.0030673 0.0340655 0.0340655 50080 16114380 0.0031078 1706 554490 48374 15509810
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0094697 0.0055217 0.0332261 0.0332261 92307 16114380 0.0057282 3067 552379 89240 15469694
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003540 0.0001779 0.0341344 0.0341344 2871 16114380 0.0001782 98 550778 2773 15560731
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0057211 0.0031276 0.0335054 0.0335054 51544 16114380 0.0031986 1727 550458 49817 15512378
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0049236 0.0026513 0.0344311 0.0344311 42723 16114380 0.0026512 1471 553342 41252 15518315
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140583 0.0088117 0.0347469 0.0347469 141624 16114380 0.0087887 4921 553539 136703 15419217
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001721 0.0000862 0.0385852 0.0385852 1244 16114380 0.0000772 48 556505 1196 15556631
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0448506 0.0634062 0.0346967 0.0346967 1024102 16114380 0.0635521 35533 524870 988569 14565408
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0141474 0.0088790 0.0347918 0.0347918 142591 16114380 0.0088487 4961 553776 137630 15418013
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0487138 0.0831439 0.0344486 0.0344486 1339735 16114380 0.0831391 46152 508934 1293583 14265711
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0005915 0.0002984 0.0326733 0.0326733 5050 16114380 0.0003134 165 552733 4885 15556597
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0050451 0.0027181 0.0350715 0.0350715 43226 16114380 0.0026824 1516 556233 41710 15514921
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0314360 0.0287803 0.0346316 0.0346316 462035 16114380 0.0286722 16001 539969 446034 15112376
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0313360 0.0287726 0.0344009 0.0344009 464639 16114380 0.0288338 15984 539545 448655 15110196
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101028 0.0059223 0.0343498 0.0343498 95983 16114380 0.0059564 3297 553409 92686 15464988
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0306790 0.0275416 0.0346232 0.0346232 440687 16114380 0.0273474 15258 538741 425429 15134952
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0035700 0.0018749 0.0372527 0.0372527 28159 16114380 0.0017474 1049 558460 27110 15527761
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 1 APCs APCs 0.2165148 0.1326681 0.5883619 0.5883619 82230 2081532 0.0395046 48381 316296 33849 1683006
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2081532 0.0194972 0 0 40584 2040948
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 3 CD15+ CD15+ NA 0.0000000 0.0000000 0.0000000 430 2081532 0.0002066 0 3 430 2081099
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 4 CD19+ CD19+ 0.9221831 0.9469029 0.8987212 0.8987212 81952 2081532 0.0393710 73652 4130 8300 1995450
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2779 2081532 0.0013351 0 0 2779 2078753
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 6 CD3+ CD3+ 0.9473590 0.9243593 0.9715324 0.9715324 616421 2081532 0.2961381 598873 49006 17548 1416105
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA 0.0000000 0.0000000 0.0000000 124 2081532 0.0000596 0 28325 124 2053083
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2081532 0.0140791 0 0 29306 2052226
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2081532 0.1254177 0 0 261061 1820471
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 10 ungated ungated 0.8672083 0.8689101 0.8655132 0.8655132 966645 2081532 0.4643911 836644 126222 130001 988665
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2685462 0.0641409 0 0 172248 2513214
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 3 CD15+ CD15+ 0.1851852 0.1379763 0.2815013 0.2815013 373 2685462 0.0001389 105 656 268 2684433
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 4 CD19+ CD19+ 0.0045166 0.3655172 0.0022723 0.0022723 116621 2685462 0.0434268 265 460 116356 2568381
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2769 2685462 0.0010311 0 0 2769 2682693
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 6 CD3+ CD3+ 0.0068226 0.7578067 0.0034267 0.0034267 899404 2685462 0.3349159 3082 985 896322 1785073
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2685462 0.0108566 0 0 29155 2656307
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2685462 0.0109128 0 0 29306 2656156
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2685462 0.0972127 0 0 261061 2424401
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 10 ungated ungated 0.6348990 0.4712481 0.9726843 0.9726843 1174525 2685462 0.4373642 1142442 1281848 32083 229089
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2270533 0.0758624 0 0 172248 2098285
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2270533 0.0178742 0 0 40584 2229949
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 3 CD15+ CD15+ 0.0254453 0.2000000 0.0135870 0.0135870 368 2270533 0.0001621 5 20 363 2270145
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 4 CD19+ CD19+ 0.9671058 0.9611835 0.9731015 0.9731015 95247 2270533 0.0419492 92685 3743 2562 2171543
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 5 CD20+ CD20+ 0.0940289 0.0497842 0.8450363 0.8450363 1652 2270533 0.0007276 1396 26645 256 2242236
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 6 CD3+ CD3+ 0.9567732 0.9386331 0.9756282 0.9756282 759403 2270533 0.3344602 740895 48439 18508 1462691
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2270533 0.0128406 0 0 29155 2241378
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2270533 0.0129071 0 0 29306 2241227
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 9 Other Other 0.4742352 0.3273730 0.8600693 0.8600693 175301 2270533 0.0772070 150771 309777 24530 1785455
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 10 ungated ungated 0.8400409 0.8733704 0.8091617 0.8091617 967269 2270533 0.4260097 782677 113480 184592 1189784
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 1978191 0.0870735 0 0 172248 1805943
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 1978191 0.0205157 0 0 40584 1937607
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 3 CD15+ CD15+ 0.0099502 0.3333333 0.0050505 0.0050505 396 1978191 0.0002002 2 4 394 1977791
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 4 CD19+ CD19+ 0.8966747 0.9573469 0.8432343 0.8432343 83207 1978191 0.0420622 70163 3126 13044 1891858
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2779 1978191 0.0014048 0 0 2779 1975412
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 6 CD3+ CD3+ 0.9551949 0.9288232 0.9831079 0.9831079 629348 1978191 0.3181432 618717 47413 10631 1301430
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 1978191 0.0147382 0 0 29155 1949036
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0.0002069 0.0001039 0.0256410 0.0256410 117 1978191 0.0000591 3 28882 114 1949192
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 9 Other Other 0.4820845 0.3376968 0.8421666 0.8421666 165567 1978191 0.0836962 139435 273465 26132 1539159
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 10 ungated ungated 0.8239326 0.8538146 0.7960715 0.7960715 854790 1978191 0.4321069 680474 116507 174316 1006894
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2268895 0.0759171 0 0 172248 2096647
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2268895 0.0178871 0 0 40584 2228311
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 3 CD15+ CD15+ 0.0920000 0.2987013 0.0543735 0.0543735 423 2268895 0.0001864 23 54 400 2268418
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 4 CD19+ CD19+ 0.9598447 0.9386590 0.9820087 0.9820087 90099 2268895 0.0397105 88478 5782 1621 2173014
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 5 CD20+ CD20+ 0.0391879 0.0203279 0.5426621 0.5426621 1172 2268895 0.0005166 636 30651 536 2237072
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 6 CD3+ CD3+ 0.9529061 0.9234727 0.9842774 0.9842774 701921 2268895 0.3093669 690885 57253 11036 1509721
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2268895 0.0128499 0 0 29155 2239740
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2268895 0.0129164 0 0 29306 2239589
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2268895 0.1150609 0 0 261061 2007834
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 10 ungated ungated 0.7520948 0.6302059 0.9324390 0.9324390 942926 2268895 0.4155882 879221 515912 63705 810057
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 1 APCs APCs 0.1480233 0.0921465 0.3760671 0.3760671 82230 2081532 0.0395046 30924 304672 51306 1694630
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2081532 0.0194972 0 0 40584 2040948
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 3 CD15+ CD15+ 0.0475782 0.0246146 0.7093023 0.7093023 430 2081532 0.0002066 305 12086 125 2069016
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 4 CD19+ CD19+ 0.8532587 0.7524345 0.9852841 0.9852841 81952 2081532 0.0393710 80746 26567 1206 1973013
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2779 2081532 0.0013351 0 0 2779 2078753
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 6 CD3+ CD3+ 0.9406138 0.8908247 0.9962980 0.9962980 616421 2081532 0.2961381 614139 75266 2282 1389845
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0.0006046 0.0003035 0.0806452 0.0806452 124 2081532 0.0000596 10 32944 114 2048464
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2081532 0.0140791 0 0 29306 2052226
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2081532 0.1254177 0 0 261061 1820471
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 10 ungated ungated 0.8300277 0.9956478 0.7116491 0.7116491 966645 2081532 0.4643911 687912 3007 278733 1111880
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2685462 0.0641409 0 0 172248 2513214
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 3 CD15+ CD15+ 0.0464376 0.0244277 0.4691689 0.4691689 373 2685462 0.0001389 175 6989 198 2678100
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 4 CD19+ CD19+ 0.8797158 0.8371308 0.9268657 0.9268657 116621 2685462 0.0434268 108092 21030 8529 2547811
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 5 CD20+ CD20+ 0.0218024 0.0117541 0.1502347 0.1502347 2769 2685462 0.0010311 416 34976 2353 2647717
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 6 CD3+ CD3+ 0.9421923 0.8918632 0.9985413 0.9985413 899404 2685462 0.3349159 898092 108892 1312 1677166
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2685462 0.0108566 0 0 29155 2656307
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2685462 0.0109128 0 0 29306 2656156
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2685462 0.0972127 0 0 261061 2424401
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 10 ungated ungated 0.8464986 0.9292150 0.7773049 0.7773049 1174525 2685462 0.4373642 912964 69547 261561 1441390
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2270533 0.0758624 0 0 172248 2098285
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2270533 0.0178742 0 0 40584 2229949
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 3 CD15+ CD15+ 0.0136114 0.0069673 0.2934783 0.2934783 368 2270533 0.0001621 108 15393 260 2254772
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 4 CD19+ CD19+ 0.7492781 0.8285609 0.6838431 0.6838431 95247 2270533 0.0419492 65134 13477 30113 2161809
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 5 CD20+ CD20+ 0.0025993 0.0013091 0.1803874 0.1803874 1652 2270533 0.0007276 298 227345 1354 2041536
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 6 CD3+ CD3+ 0.9470677 0.9008553 0.9982776 0.9982776 759403 2270533 0.3344602 758095 83433 1308 1427697
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2270533 0.0128406 0 0 29155 2241378
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2270533 0.0129071 0 0 29306 2241227
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 9 Other Other 0.3735379 0.2994805 0.4962550 0.4962550 175301 2270533 0.0772070 86994 203489 88307 1891743
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 10 ungated ungated 0.8157120 0.9985088 0.6894876 0.6894876 967269 2270533 0.4260097 666920 996 300349 1302268
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 1978191 0.0870735 0 0 172248 1805943
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 1978191 0.0205157 0 0 40584 1937607
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 3 CD15+ CD15+ 0.0526316 0.0271163 0.8914141 0.8914141 396 1978191 0.0002002 353 12665 43 1965130
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 4 CD19+ CD19+ 0.8632532 0.7742816 0.9753266 0.9753266 83207 1978191 0.0420622 81154 23658 2053 1871326
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2779 1978191 0.0014048 0 0 2779 1975412
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 6 CD3+ CD3+ 0.9422634 0.8930305 0.9972416 0.9972416 629348 1978191 0.3181432 627612 75177 1736 1273666
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 1978191 0.0147382 0 0 29155 1949036
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0.0000622 0.0000312 0.0085470 0.0085470 117 1978191 0.0000591 1 32020 116 1946054
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 9 Other Other 0.3187268 0.2356050 0.4924713 0.4924713 165567 1978191 0.0836962 81537 264538 84030 1548086
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 10 ungated ungated 0.7915297 0.9988555 0.6554768 0.6554768 854790 1978191 0.4321069 560295 642 294495 1122759
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2268895 0.0759171 0 0 172248 2096647
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2268895 0.0178871 0 0 40584 2228311
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 3 CD15+ CD15+ 0.0322342 0.0174874 0.2056738 0.2056738 423 2268895 0.0001864 87 4888 336 2263584
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 4 CD19+ CD19+ 0.3443894 0.2114926 0.9267139 0.9267139 90099 2268895 0.0397105 83496 311298 6603 1867498
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 5 CD20+ CD20+ 0.0051282 0.0025749 0.6092150 0.6092150 1172 2268895 0.0005166 714 276574 458 1991149
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 6 CD3+ CD3+ 0.9190085 0.8505367 0.9994700 0.9994700 701921 2268895 0.3093669 701549 123282 372 1443692
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2268895 0.0128499 0 0 29155 2239740
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2268895 0.0129164 0 0 29306 2239589
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2268895 0.1150609 0 0 261061 2007834
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 10 ungated ungated 0.8620616 0.9669518 0.7777005 0.7777005 942926 2268895 0.4155882 733314 25063 209612 1300906
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 1 APCs APCs 0.2775698 0.1663749 0.8369087 0.8369087 82230 2081532 0.0395046 68819 344819 13411 1654483
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2081532 0.0194972 0 0 40584 2040948
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 3 CD15+ CD15+ NA 0.0000000 0.0000000 0.0000000 430 2081532 0.0002066 0 1 430 2081101
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 4 CD19+ CD19+ 0.8629543 0.9115718 0.8192601 0.8192601 81952 2081532 0.0393710 67140 6513 14812 1993067
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2779 2081532 0.0013351 0 0 2779 2078753
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 6 CD3+ CD3+ 0.9472752 0.9034643 0.9955517 0.9955517 616421 2081532 0.2961381 613679 65572 2742 1399539
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0.0062130 0.0031189 0.7822581 0.7822581 124 2081532 0.0000596 97 31004 27 2050404
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2081532 0.0140791 0 0 29306 2052226
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2081532 0.1254177 0 0 261061 1820471
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 10 ungated ungated 0.8754602 0.9164442 0.8379850 0.8379850 966645 2081532 0.4643911 810034 73854 156611 1041033
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2685462 0.0641409 0 0 172248 2513214
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 3 CD15+ CD15+ NA NA 0.0000000 0.0000000 373 2685462 0.0001389 0 0 373 2685089
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 4 CD19+ CD19+ NA NA 0.0000000 0.0000000 116621 2685462 0.0434268 0 0 116621 2568841
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2769 2685462 0.0010311 0 0 2769 2682693
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 6 CD3+ CD3+ NA NA 0.0000000 0.0000000 899404 2685462 0.3349159 0 0 899404 1786058
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2685462 0.0108566 0 0 29155 2656307
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2685462 0.0109128 0 0 29306 2656156
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2685462 0.0972127 0 0 261061 2424401
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 10 ungated ungated 0.6408273 0.4841531 0.9474153 0.9474153 1174525 2685462 0.4373642 1112763 1185607 61762 325330
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2270533 0.0758624 0 0 172248 2098285
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2270533 0.0178742 0 0 40584 2229949
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 3 CD15+ CD15+ NA NA 0.0000000 0.0000000 368 2270533 0.0001621 0 0 368 2270165
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 4 CD19+ CD19+ 0.9015306 0.9317813 0.8731824 0.8731824 95247 2270533 0.0419492 83168 6089 12079 2169197
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 5 CD20+ CD20+ 0.0537160 0.0309583 0.2027845 0.2027845 1652 2270533 0.0007276 335 10486 1317 2258395
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 6 CD3+ CD3+ 0.9182319 0.8547136 0.9919489 0.9919489 759403 2270533 0.3344602 753289 128046 6114 1383084
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2270533 0.0128406 0 0 29155 2241378
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2270533 0.0129071 0 0 29306 2241227
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 9 Other Other 0.5012760 0.3353533 0.9921735 0.9921735 175301 2270533 0.0772070 173929 344715 1372 1750517
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 10 ungated ungated 0.8651177 0.9756008 0.7771127 0.7771127 967269 2270533 0.4260097 751677 18799 215592 1284465
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 1978191 0.0870735 0 0 172248 1805943
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 1978191 0.0205157 0 0 40584 1937607
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 3 CD15+ CD15+ NA NA 0.0000000 0.0000000 396 1978191 0.0002002 0 0 396 1977795
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 4 CD19+ CD19+ 0.8768746 0.9398538 0.8218059 0.8218059 83207 1978191 0.0420622 68380 4376 14827 1890608
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2779 1978191 0.0014048 0 0 2779 1975412
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 6 CD3+ CD3+ 0.9435097 0.9020904 0.9889155 0.9889155 629348 1978191 0.3181432 622372 67550 6976 1281293
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 1978191 0.0147382 0 0 29155 1949036
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0.0059084 0.0029639 0.9059829 0.9059829 117 1978191 0.0000591 106 35658 11 1942416
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 9 Other Other 0.5157691 0.3502475 0.9779183 0.9779183 165567 1978191 0.0836962 161911 300365 3656 1512259
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 10 ungated ungated 0.8423985 0.9230117 0.7747353 0.7747353 854790 1978191 0.4321069 662236 55237 192554 1068164
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2268895 0.0759171 0 0 172248 2096647
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2268895 0.0178871 0 0 40584 2228311
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 3 CD15+ CD15+ NA NA 0.0000000 0.0000000 423 2268895 0.0001864 0 0 423 2268472
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 4 CD19+ CD19+ 0.9434728 0.9131469 0.9758821 0.9758821 90099 2268895 0.0397105 87926 8363 2173 2170433
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 5 CD20+ CD20+ 0.0535359 0.0279769 0.6194539 0.6194539 1172 2268895 0.0005166 726 25224 446 2242499
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 6 CD3+ CD3+ 0.9393155 0.8915946 0.9924336 0.9924336 701921 2268895 0.3093669 696610 84698 5311 1482276
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2268895 0.0128499 0 0 29155 2239740
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2268895 0.0129164 0 0 29306 2239589
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2268895 0.1150609 0 0 261061 2007834
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 10 ungated ungated 0.7468082 0.6312815 0.9140898 0.9140898 942926 2268895 0.4155882 861919 503429 81007 822540
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 1 APCs APCs 0.2696625 0.1611334 0.8260087 0.8260087 79412 2012393 0.0394615 65595 341490 13817 1591491
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 39193 2012393 0.0194758 0 0 39193 1973200
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 3 CD15+ CD15+ 0.1933521 0.1074681 0.9627040 0.9627040 429 2012393 0.0002132 413 3430 16 2008534
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 4 CD19+ CD19+ 0.6853919 0.6695323 0.7020211 0.7020211 77878 2012393 0.0386992 54672 26985 23206 1907530
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2693 2012393 0.0013382 0 0 2693 2009700
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 6 CD3+ CD3+ 0.9103289 0.8509963 0.9785550 0.9785550 577804 2012393 0.2871228 565413 99000 12391 1335589
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0.0028709 0.0014383 0.7310924 0.7310924 119 2012393 0.0000591 87 60402 32 1951872
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 26200 2012393 0.0130193 0 0 26200 1986193
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 9 Other Other NA NA 0.0000000 0.0000000 252956 2012393 0.1256991 0 0 252956 1759437
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 10 ungated ungated 0.8457668 0.9313126 0.7746144 0.7746144 955709 2012393 0.4749117 740306 54600 215403 1002084
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 1 APCs APCs NA NA 0.0000000 0.0000000 136804 2415596 0.0566336 0 0 136804 2278792
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 3 CD15+ CD15+ 0.2867830 0.1745068 0.8041958 0.8041958 286 2415596 0.0001184 230 1088 56 2414222
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 4 CD19+ CD19+ 0.0038419 0.2330623 0.0019369 0.0019369 88801 2415596 0.0367615 172 566 88629 2326229
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 5 CD20+ CD20+ 0.0715864 0.0945158 0.0576102 0.0576102 1406 2415596 0.0005821 81 776 1325 2413414
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 6 CD3+ CD3+ 0.0075106 0.6304079 0.0037778 0.0037778 809990 2415596 0.3353168 3060 1794 806930 1603812
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 28411 2415596 0.0117615 0 0 28411 2387185
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 27787 2415596 0.0115032 0 0 27787 2387809
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 9 Other Other NA NA 0.0000000 0.0000000 205887 2415596 0.0852324 0 0 205887 2209709
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 10 ungated ungated 0.6609367 0.4974735 0.9843965 0.9843965 1116224 2415596 0.4620905 1098807 1109968 17417 189404
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 1 APCs APCs NA NA 0.0000000 0.0000000 168479 2114321 0.0796847 0 0 168479 1945842
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 39418 2114321 0.0186433 0 0 39418 2074903
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 3 CD15+ CD15+ 0.1264170 0.0674734 1.0000000 1.0000000 368 2114321 0.0001741 368 5086 0 2108867
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 4 CD19+ CD19+ 0.7067572 0.8422233 0.6088307 0.6088307 87581 2114321 0.0414228 53322 9989 34259 2016751
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 5 CD20+ CD20+ 0.1032210 0.0632911 0.2796496 0.2796496 1484 2114321 0.0007019 415 6142 1069 2106695
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 6 CD3+ CD3+ 0.9024961 0.8678735 0.9399960 0.9399960 637441 2114321 0.3014873 599192 91222 38249 1385658
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 28963 2114321 0.0136985 0 0 28963 2085358
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 28833 2114321 0.0136370 0 0 28833 2085488
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 9 Other Other 0.4980400 0.3400824 0.9299918 0.9299918 172337 2114321 0.0815094 160272 311002 12065 1630982
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 10 ungated ungated 0.8133384 0.8467624 0.7824528 0.7824528 949417 2114321 0.4490411 742874 134437 206543 1030467
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 1 APCs APCs NA NA 0.0000000 0.0000000 168511 1876635 0.0897942 0 0 168511 1708124
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 39570 1876635 0.0210856 0 0 39570 1837065
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 3 CD15+ CD15+ 0.2310832 0.1318524 0.9340102 0.9340102 394 1876635 0.0002100 368 2423 26 1873818
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 4 CD19+ CD19+ 0.6059864 0.8003490 0.4875791 0.4875791 77128 1876635 0.0410991 37606 9381 39522 1790126
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2679 1876635 0.0014276 0 0 2679 1873956
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 6 CD3+ CD3+ 0.8984961 0.8523677 0.9499030 0.9499030 556600 1876635 0.2965947 528716 91575 27884 1228460
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 26083 1876635 0.0138988 0 0 26083 1850552
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0.0030441 0.0015249 0.8256881 0.8256881 109 1876635 0.0000581 90 58932 19 1817594
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 9 Other Other 0.4563323 0.3136020 0.8375100 0.8375100 163210 1876635 0.0869695 136690 299181 26520 1414244
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 10 ungated ungated 0.8172371 0.8922679 0.7538461 0.7538461 842351 1876635 0.4488625 635003 76670 207348 957614
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 1 APCs APCs NA NA 0.0000000 0.0000000 162070 2175037 0.0745137 0 0 162070 2012967
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 37335 2175037 0.0171652 0 0 37335 2137702
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 3 CD15+ CD15+ 0.1708376 0.0936083 0.9763593 0.9763593 423 2175037 0.0001945 413 3999 10 2170615
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 4 CD19+ CD19+ 0.8170416 0.8169976 0.8170856 0.8170856 83591 2175037 0.0384320 68301 15299 15290 2076147
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 5 CD20+ CD20+ 0.0238994 0.0121137 0.8828911 0.8828911 1093 2175037 0.0005025 965 78697 128 2095247
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 6 CD3+ CD3+ 0.9065452 0.8457450 0.9767643 0.9767643 655285 2175037 0.3012753 640059 116740 15226 1403012
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 28647 2175037 0.0131708 0 0 28647 2146390
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 28308 2175037 0.0130150 0 0 28308 2146729
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 9 Other Other NA NA 0.0000000 0.0000000 247094 2175037 0.1136045 0 0 247094 1927943
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 10 ungated ungated 0.7291469 0.6360410 0.8541857 0.8541857 931191 2175037 0.4281265 795410 455154 135781 788692
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 1 APCs APCs 0.0645166 0.0398960 0.1685030 0.1685030 82230 2081532 0.0395046 13856 333447 68374 1665855
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2081532 0.0194972 0 0 40584 2040948
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 3 CD15+ CD15+ 0.0003911 0.0001958 0.1581395 0.1581395 430 2081532 0.0002066 68 347217 362 1733885
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 4 CD19+ CD19+ 0.0637839 0.0394610 0.1662681 0.1662681 81952 2081532 0.0393710 13626 331677 68326 1667903
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2779 2081532 0.0013351 0 0 2779 2078753
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 6 CD3+ CD3+ 0.2124422 0.2946986 0.1660845 0.1660845 616421 2081532 0.2961381 102378 245021 514043 1220090
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0.0000980 0.0000490 0.1370968 0.1370968 124 2081532 0.0000596 17 346697 107 1734711
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2081532 0.0140791 0 0 29306 2052226
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2081532 0.1254177 0 0 261061 1820471
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 10 ungated ungated 0.2452112 0.4636317 0.1666848 0.1666848 966645 2081532 0.4643911 161125 186403 805520 928484
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2685462 0.0641409 0 0 172248 2513214
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 3 CD15+ CD15+ 0.0003214 0.0001608 0.1930295 0.1930295 373 2685462 0.0001389 72 447646 301 2237443
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 4 CD19+ CD19+ 0.0686624 0.0433126 0.1655619 0.1655619 116621 2685462 0.0434268 19308 426475 97313 2142366
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 5 CD20+ CD20+ 0.0019522 0.0009821 0.1589021 0.1589021 2769 2685462 0.0010311 440 447571 2329 2235122
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 6 CD3+ CD3+ 0.2221258 0.3344530 0.1662801 0.1662801 899404 2685462 0.3349159 149553 297604 749851 1488454
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2685462 0.0108566 0 0 29155 2656307
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2685462 0.0109128 0 0 29306 2656156
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2685462 0.0972127 0 0 261061 2424401
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 10 ungated ungated 0.2415471 0.4369048 0.1669134 0.1669134 1174525 2685462 0.4373642 196044 252667 978481 1258270
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2270533 0.0758624 0 0 172248 2098285
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2270533 0.0178742 0 0 40584 2229949
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 3 CD15+ CD15+ 0.0003217 0.0001610 0.1657609 0.1657609 368 2270533 0.0001621 61 378797 307 1891368
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 4 CD19+ CD19+ 0.0675240 0.0422419 0.1681838 0.1681838 95247 2270533 0.0419492 16019 363202 79228 1812084
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 5 CD20+ CD20+ 0.0014511 0.0007287 0.1670702 0.1670702 1652 2270533 0.0007276 276 378481 1376 1890400
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 6 CD3+ CD3+ 0.2219723 0.3334697 0.1663517 0.1663517 759403 2270533 0.3344602 126328 252501 633075 1258629
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2270533 0.0128406 0 0 29155 2241378
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2270533 0.0129071 0 0 29306 2241227
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 9 Other Other 0.1059274 0.0775296 0.1671525 0.1671525 175301 2270533 0.0772070 29302 348644 145999 1746588
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 10 ungated ungated 0.2392264 0.4265684 0.1662237 0.1662237 967269 2270533 0.4260097 160783 216139 806486 1087125
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 1978191 0.0870735 0 0 172248 1805943
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 1978191 0.0205157 0 0 40584 1937607
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 3 CD15+ CD15+ 0.0003934 0.0001970 0.1641414 0.1641414 396 1978191 0.0002002 65 329952 331 1647843
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 4 CD19+ CD19+ 0.0670730 0.0419860 0.1666446 0.1666446 83207 1978191 0.0420622 13866 316387 69341 1578597
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 5 CD20+ CD20+ NA NA 0.0000000 0.0000000 2779 1978191 0.0014048 0 0 2779 1975412
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 6 CD3+ CD3+ 0.2193087 0.3186315 0.1671921 0.1671921 629348 1978191 0.3181432 105222 225009 524126 1123834
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 1978191 0.0147382 0 0 29155 1949036
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0.0001280 0.0000640 0.1794872 0.1794872 117 1978191 0.0000591 21 327997 96 1650077
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 9 Other Other 0.1119166 0.0840657 0.1673643 0.1673643 165567 1978191 0.0836962 27710 301913 137857 1510711
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 10 ungated ungated 0.2408395 0.4322934 0.1669159 0.1669159 854790 1978191 0.4321069 142678 187371 712112 936030
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 1 APCs APCs NA NA 0.0000000 0.0000000 172248 2268895 0.0759171 0 0 172248 2096647
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ NA NA 0.0000000 0.0000000 40584 2268895 0.0178871 0 0 40584 2228311
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 3 CD15+ CD15+ 0.0003787 0.0001895 0.2033097 0.2033097 423 2268895 0.0001864 86 453621 337 1814851
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 4 CD19+ CD19+ 0.0667687 0.0400344 0.2009789 0.2009789 90099 2268895 0.0397105 18108 434203 71991 1744593
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 5 CD20+ CD20+ 0.0010298 0.0005162 0.1996587 0.1996587 1172 2268895 0.0005166 234 453072 938 1814651
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 6 CD3+ CD3+ 0.2428419 0.3088113 0.2000966 0.2000966 701921 2268895 0.3093669 140452 314363 561469 1252611
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155 2268895 0.0128499 0 0 29155 2239740
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells NA NA 0.0000000 0.0000000 29306 2268895 0.0129164 0 0 29306 2239589
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 9 Other Other NA NA 0.0000000 0.0000000 261061 2268895 0.1150609 0 0 261061 2007834
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 10 ungated ungated 0.2704349 0.4155877 0.2004304 0.2004304 942926 2268895 0.4155882 188991 265765 753935 1060204
dataset_name-Levine_seed-42 cyanno num-1 run0 1 Basophils Basophils 0.0021075 0.3333333 0.0010571 0.0010571 946 191351 0.0049438 1 2 945 190403
dataset_name-Levine_seed-42 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0176796 0.5000000 0.0089989 0.0089989 1778 191351 0.0092918 16 16 1762 189557
dataset_name-Levine_seed-42 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0746004 0.4929577 0.0403536 0.0403536 2602 191351 0.0135980 105 108 2497 188641
dataset_name-Levine_seed-42 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs NA NA 0.0000000 0.0000000 182 191351 0.0009511 0 0 182 191169
dataset_name-Levine_seed-42 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0372787 0.5000000 0.0193611 0.0193611 2066 191351 0.0107969 40 40 2026 189245
dataset_name-Levine_seed-42 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0059613 0.4000000 0.0030030 0.0030030 666 191351 0.0034805 2 3 664 190682
dataset_name-Levine_seed-42 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 0.2974308 0.4948017 0.2126193 0.2126193 18131 191351 0.0947526 3855 3936 14276 169284
dataset_name-Levine_seed-42 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 0.3428118 0.4972646 0.2615676 0.2615676 13205 191351 0.0690093 3454 3492 9751 174654
dataset_name-Levine_seed-42 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 0.3728967 0.4915007 0.3004058 0.3004058 12320 191351 0.0643843 3701 3829 8619 175202
dataset_name-Levine_seed-42 cyanno num-1 run0 10 Monocytes Monocytes 0.1289103 0.4974979 0.0740488 0.0740488 16111 191351 0.0841961 1193 1205 14918 174035
dataset_name-Levine_seed-42 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0081633 0.5000000 0.0041152 0.0041152 243 191351 0.0012699 1 1 242 191107
dataset_name-Levine_seed-42 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 0.1077781 0.4891566 0.0605609 0.0605609 3352 191351 0.0175175 203 212 3149 187787
dataset_name-Levine_seed-42 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 0.0287081 0.5000000 0.0147783 0.0147783 203 191351 0.0010609 3 3 200 191145
dataset_name-Levine_seed-42 cyanno num-1 run0 14 pDCs pDCs 0.0030257 0.3333333 0.0015198 0.0015198 658 191351 0.0034387 1 2 657 190691
dataset_name-Levine_seed-42 cyanno num-1 run0 15 ungated ungated 0.7446167 0.6390702 0.8919235 0.8919235 118888 191351 0.6213085 106039 59888 12849 12575
dataset_name-Levine_seed-42 cyanno num-2 run0 1 Basophils Basophils 0.2514286 0.4943820 0.1685824 0.1685824 261 74276 0.0035139 44 45 217 73970
dataset_name-Levine_seed-42 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.3144105 0.4976959 0.2297872 0.2297872 470 74276 0.0063278 108 109 362 73697
dataset_name-Levine_seed-42 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3100529 0.4991482 0.2248657 0.2248657 1303 74276 0.0175427 293 294 1010 72679
dataset_name-Levine_seed-42 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 0.5000000 0.0081967 0.0081967 122 74276 0.0016425 1 1 121 74153
dataset_name-Levine_seed-42 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3031674 0.4972171 0.2180635 0.2180635 1229 74276 0.0165464 268 271 961 72776
dataset_name-Levine_seed-42 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.1491525 0.4888889 0.0880000 0.0880000 250 74276 0.0033658 22 23 228 74003
dataset_name-Levine_seed-42 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 0.4784507 0.4996035 0.4590164 0.4590164 8235 74276 0.1108703 3780 3786 4455 62255
dataset_name-Levine_seed-42 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 0.3640214 0.4993685 0.2863972 0.2863972 6903 74276 0.0929372 1977 1982 4926 65391
dataset_name-Levine_seed-42 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 0.4843060 0.4992417 0.4702381 0.4702381 4200 74276 0.0565459 1975 1981 2225 68095
dataset_name-Levine_seed-42 cyanno num-2 run0 10 Monocytes Monocytes 0.4252186 0.4989201 0.3704892 0.3704892 4988 74276 0.0671549 1848 1856 3140 67432
dataset_name-Levine_seed-42 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.1212121 0.5000000 0.0689655 0.0689655 87 74276 0.0011713 6 6 81 74183
dataset_name-Levine_seed-42 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 0.3860035 0.4980125 0.3151276 0.3151276 2783 74276 0.0374684 877 884 1906 70609
dataset_name-Levine_seed-42 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 0.0882353 0.5000000 0.0483871 0.0483871 310 74276 0.0041736 15 15 295 73951
dataset_name-Levine_seed-42 cyanno num-2 run0 14 pDCs pDCs 0.0365449 0.5000000 0.0189655 0.0189655 580 74276 0.0078087 11 11 569 73685
dataset_name-Levine_seed-42 cyanno num-2 run0 15 ungated ungated 0.6633525 0.6042250 0.7353072 0.7353072 42555 74276 0.5729307 31291 20496 11264 11225
dataset_name-Levine_seed-42 cygate num-1 run0 1 Basophils Basophils 0.4717641 0.3089005 0.9978858 0.9978858 946 191351 0.0049438 944 2112 2 188293
dataset_name-Levine_seed-42 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5404509 0.3831688 0.9167604 0.9167604 1778 191351 0.0092918 1630 2624 148 186949
dataset_name-Levine_seed-42 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5018549 0.3428612 0.9358186 0.9358186 2602 191351 0.0135980 2435 4667 167 184082
dataset_name-Levine_seed-42 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0035907 0.0026667 0.0054945 0.0054945 182 191351 0.0009511 1 374 181 190795
dataset_name-Levine_seed-42 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5456982 0.3773165 0.9854792 0.9854792 2066 191351 0.0107969 2036 3360 30 185925
dataset_name-Levine_seed-42 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5733274 0.4066625 0.9714715 0.9714715 666 191351 0.0034805 647 944 19 189741
dataset_name-Levine_seed-42 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 0.5515262 0.3837234 0.9801445 0.9801445 18131 191351 0.0947526 17771 28541 360 144679
dataset_name-Levine_seed-42 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 0.5745029 0.4035631 0.9966679 0.9966679 13205 191351 0.0690093 13161 19451 44 158695
dataset_name-Levine_seed-42 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 0.5955973 0.4354367 0.9421266 0.9421266 12320 191351 0.0643843 11607 15049 713 163982
dataset_name-Levine_seed-42 cygate num-1 run0 10 Monocytes Monocytes 0.5875669 0.4163086 0.9982000 0.9982000 16111 191351 0.0841961 16082 22548 29 152692
dataset_name-Levine_seed-42 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.4873950 0.3272214 0.9547325 0.9547325 243 191351 0.0012699 232 477 11 190631
dataset_name-Levine_seed-42 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 0.5239012 0.3582712 0.9743437 0.9743437 3352 191351 0.0175175 3266 5850 86 182149
dataset_name-Levine_seed-42 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 0.0771605 0.0561798 0.1231527 0.1231527 203 191351 0.0010609 25 420 178 190728
dataset_name-Levine_seed-42 cygate num-1 run0 14 pDCs pDCs 0.4556777 0.3001931 0.9452888 0.9452888 658 191351 0.0034387 622 1450 36 189243
dataset_name-Levine_seed-42 cygate num-1 run0 15 ungated ungated 0.0494065 0.8212639 0.0254693 0.0254693 118888 191351 0.6213085 3028 659 115860 71804
dataset_name-Levine_seed-42 cygate num-2 run0 1 Basophils Basophils 0.5830508 0.4134615 0.9885057 0.9885057 261 74276 0.0035139 258 366 3 73649
dataset_name-Levine_seed-42 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5361111 0.3979381 0.8212766 0.8212766 470 74276 0.0063278 386 584 84 73222
dataset_name-Levine_seed-42 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5618973 0.4254144 0.8273216 0.8273216 1303 74276 0.0175427 1078 1456 225 71517
dataset_name-Levine_seed-42 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0574163 0.0405405 0.0983607 0.0983607 122 74276 0.0016425 12 284 110 73870
dataset_name-Levine_seed-42 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.6143959 0.4490793 0.9723352 0.9723352 1229 74276 0.0165464 1195 1466 34 71581
dataset_name-Levine_seed-42 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.6234414 0.4528986 1.0000000 1.0000000 250 74276 0.0033658 250 302 0 73724
dataset_name-Levine_seed-42 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 0.6269977 0.4570682 0.9980571 0.9980571 8235 74276 0.1108703 8219 9763 16 56278
dataset_name-Levine_seed-42 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 0.6344522 0.4653365 0.9966681 0.9966681 6903 74276 0.0929372 6880 7905 23 59468
dataset_name-Levine_seed-42 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 0.6394143 0.4703770 0.9980952 0.9980952 4200 74276 0.0565459 4192 4720 8 65356
dataset_name-Levine_seed-42 cygate num-2 run0 10 Monocytes Monocytes 0.5466380 0.3770642 0.9933841 0.9933841 4988 74276 0.0671549 4955 8186 33 61102
dataset_name-Levine_seed-42 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5476190 0.4181818 0.7931034 0.7931034 87 74276 0.0011713 69 96 18 74093
dataset_name-Levine_seed-42 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 0.6215882 0.4521242 0.9942508 0.9942508 2783 74276 0.0374684 2767 3353 16 68140
dataset_name-Levine_seed-42 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 0.6040000 0.4376812 0.9741935 0.9741935 310 74276 0.0041736 302 388 8 73578
dataset_name-Levine_seed-42 cygate num-2 run0 14 pDCs pDCs 0.5185849 0.3502722 0.9982759 0.9982759 580 74276 0.0078087 579 1074 1 72622
dataset_name-Levine_seed-42 cygate num-2 run0 15 ungated ungated 0.0761776 0.9311295 0.0397133 0.0397133 42555 74276 0.5729307 1690 125 40865 31596
dataset_name-Levine_seed-42 dgcytof num-1 run0 1 Basophils Basophils 0.0083682 0.4000000 0.0042283 0.0042283 946 191351 0.0049438 4 6 942 190399
dataset_name-Levine_seed-42 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5130321 0.4179052 0.6642295 0.6642295 1778 191351 0.0092918 1181 1645 597 187928
dataset_name-Levine_seed-42 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0015343 0.4000000 0.0007686 0.0007686 2602 191351 0.0135980 2 3 2600 188746
dataset_name-Levine_seed-42 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0512821 0.3846154 0.0274725 0.0274725 182 191351 0.0009511 5 8 177 191161
dataset_name-Levine_seed-42 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs NA NA 0.0000000 0.0000000 2066 191351 0.0107969 0 0 2066 189285
dataset_name-Levine_seed-42 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0029940 0.5000000 0.0015015 0.0015015 666 191351 0.0034805 1 1 665 190684
dataset_name-Levine_seed-42 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 0.2403160 0.4342561 0.1661243 0.1661243 18131 191351 0.0947526 3012 3924 15119 169296
dataset_name-Levine_seed-42 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 0.3470646 0.4586859 0.2791367 0.2791367 13205 191351 0.0690093 3686 4350 9519 173796
dataset_name-Levine_seed-42 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 0.0389529 0.4844961 0.0202922 0.0202922 12320 191351 0.0643843 250 266 12070 178765
dataset_name-Levine_seed-42 dgcytof num-1 run0 10 Monocytes Monocytes 0.3646100 0.4750797 0.2958227 0.2958227 16111 191351 0.0841961 4766 5266 11345 169974
dataset_name-Levine_seed-42 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0746269 0.4000000 0.0411523 0.0411523 243 191351 0.0012699 10 15 233 191093
dataset_name-Levine_seed-42 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 0.1074987 0.4437229 0.0611575 0.0611575 3352 191351 0.0175175 205 257 3147 187742
dataset_name-Levine_seed-42 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 0.0097561 0.5000000 0.0049261 0.0049261 203 191351 0.0010609 1 1 202 191147
dataset_name-Levine_seed-42 dgcytof num-1 run0 14 pDCs pDCs 0.2959184 0.4503106 0.2203647 0.2203647 658 191351 0.0034387 145 177 513 190516
dataset_name-Levine_seed-42 dgcytof num-1 run0 15 ungated ungated 0.7331526 0.6353260 0.8665887 0.8665887 118888 191351 0.6213085 103027 59137 15861 13326
dataset_name-Levine_seed-42 dgcytof num-2 run0 1 Basophils Basophils 0.0418118 0.2307692 0.0229885 0.0229885 261 74276 0.0035139 6 20 255 73995
dataset_name-Levine_seed-42 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.1410935 0.4123711 0.0851064 0.0851064 470 74276 0.0063278 40 57 430 73749
dataset_name-Levine_seed-42 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5758355 0.4585987 0.7735994 0.7735994 1303 74276 0.0175427 1008 1190 295 71783
dataset_name-Levine_seed-42 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.4511278 0.4166667 0.4918033 0.4918033 122 74276 0.0016425 60 84 62 74070
dataset_name-Levine_seed-42 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0112450 0.4375000 0.0056957 0.0056957 1229 74276 0.0165464 7 9 1222 73038
dataset_name-Levine_seed-42 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.3795620 0.4844720 0.3120000 0.3120000 250 74276 0.0033658 78 83 172 73943
dataset_name-Levine_seed-42 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells NA 0.0000000 0.0000000 0.0000000 8235 74276 0.1108703 0 1 8235 66040
dataset_name-Levine_seed-42 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells NA NA 0.0000000 0.0000000 6903 74276 0.0929372 0 0 6903 67373
dataset_name-Levine_seed-42 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 0.6070471 0.4962952 0.7814286 0.7814286 4200 74276 0.0565459 3282 3331 918 66745
dataset_name-Levine_seed-42 dgcytof num-2 run0 10 Monocytes Monocytes 0.5981020 0.4861407 0.7770650 0.7770650 4988 74276 0.0671549 3876 4097 1112 65191
dataset_name-Levine_seed-42 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5164835 0.4947368 0.5402299 0.5402299 87 74276 0.0011713 47 48 40 74141
dataset_name-Levine_seed-42 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 0.1619506 0.4990724 0.0966583 0.0966583 2783 74276 0.0374684 269 270 2514 71223
dataset_name-Levine_seed-42 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 0.5218659 0.4760638 0.5774194 0.5774194 310 74276 0.0041736 179 197 131 73769
dataset_name-Levine_seed-42 dgcytof num-2 run0 14 pDCs pDCs 0.2379085 0.4918919 0.1568966 0.1568966 580 74276 0.0078087 91 94 489 73602
dataset_name-Levine_seed-42 dgcytof num-2 run0 15 ungated ungated 0.6727367 0.5926556 0.7778404 0.7778404 42555 74276 0.5729307 33101 22751 9454 8970
dataset_name-Levine_seed-42 lda num-1 run0 1 Basophils Basophils 0.1663866 0.2844828 0.1175772 0.1175772 842 150932 0.0055787 99 249 743 149841
dataset_name-Levine_seed-42 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5266904 0.3731092 0.8951613 0.8951613 1736 150932 0.0115019 1554 2611 182 146585
dataset_name-Levine_seed-42 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.4253418 0.3143886 0.6573222 0.6573222 2390 150932 0.0158349 1571 3426 819 145116
dataset_name-Levine_seed-42 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2181818 0.3380282 0.1610738 0.1610738 149 150932 0.0009872 24 47 125 150736
dataset_name-Levine_seed-42 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3359434 0.3028233 0.3771980 0.3771980 1763 150932 0.0116808 665 1531 1098 147638
dataset_name-Levine_seed-42 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2413591 0.1783550 0.3731884 0.3731884 552 150932 0.0036573 206 949 346 149431
dataset_name-Levine_seed-42 lda num-1 run0 7 CD4_T_cells CD4_T_cells 0.2670363 0.4136036 0.1971670 0.1971670 12213 150932 0.0809172 2408 3414 9805 135305
dataset_name-Levine_seed-42 lda num-1 run0 8 CD8_T_cells CD8_T_cells 0.4129120 0.4188975 0.4070951 0.4070951 9725 150932 0.0644330 3959 5492 5766 135715
dataset_name-Levine_seed-42 lda num-1 run0 9 Mature_B_cells Mature_B_cells 0.5382033 0.4198907 0.7493467 0.7493467 9950 150932 0.0659237 7456 10301 2494 130681
dataset_name-Levine_seed-42 lda num-1 run0 10 Monocytes Monocytes 0.4628649 0.4123624 0.5274640 0.5274640 12926 150932 0.0856412 6818 9716 6108 128290
dataset_name-Levine_seed-42 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.4878745 0.3701299 0.7154812 0.7154812 239 150932 0.0015835 171 291 68 150402
dataset_name-Levine_seed-42 lda num-1 run0 12 Pre_B_cells Pre_B_cells 0.2790253 0.3565324 0.2291994 0.2291994 2548 150932 0.0168818 584 1054 1964 147330
dataset_name-Levine_seed-42 lda num-1 run0 13 Pro_B_cells Pro_B_cells 0.0921844 0.0699088 0.1352941 0.1352941 170 150932 0.0011263 23 306 147 150456
dataset_name-Levine_seed-42 lda num-1 run0 14 pDCs pDCs 0.2185407 0.1391382 0.5090312 0.5090312 609 150932 0.0040349 310 1918 299 148405
dataset_name-Levine_seed-42 lda num-1 run0 15 ungated ungated 0.6206742 0.6626840 0.5836733 0.5836733 95120 150932 0.6302176 55519 28260 39601 27552
dataset_name-Levine_seed-42 lda num-2 run0 1 Basophils Basophils 0.3446475 0.2323944 0.6666667 0.6666667 198 53148 0.0037254 132 436 66 52514
dataset_name-Levine_seed-42 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.1411290 0.4216867 0.0847458 0.0847458 413 53148 0.0077708 35 48 378 52687
dataset_name-Levine_seed-42 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3482850 0.3488987 0.3476734 0.3476734 1139 53148 0.0214307 396 739 743 51270
dataset_name-Levine_seed-42 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2931596 0.2163462 0.4545455 0.4545455 99 53148 0.0018627 45 163 54 52886
dataset_name-Levine_seed-42 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3668262 0.4121864 0.3304598 0.3304598 1044 53148 0.0196433 345 492 699 51612
dataset_name-Levine_seed-42 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2425197 0.1469466 0.6936937 0.6936937 222 53148 0.0041770 154 894 68 52032
dataset_name-Levine_seed-42 lda num-2 run0 7 CD4_T_cells CD4_T_cells 0.5362102 0.4743905 0.6165561 0.6165561 4071 53148 0.0765974 2510 2781 1561 46296
dataset_name-Levine_seed-42 lda num-2 run0 8 CD8_T_cells CD8_T_cells 0.5499581 0.4822799 0.6397314 0.6397314 4616 53148 0.0868518 2953 3170 1663 45362
dataset_name-Levine_seed-42 lda num-2 run0 9 Mature_B_cells Mature_B_cells 0.5755934 0.4800947 0.7185185 0.7185185 3105 53148 0.0584218 2231 2416 874 47627
dataset_name-Levine_seed-42 lda num-2 run0 10 Monocytes Monocytes 0.5341412 0.3914826 0.8403813 0.8403813 4091 53148 0.0769737 3438 5344 653 43713
dataset_name-Levine_seed-42 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5401929 0.3716814 0.9882353 0.9882353 85 53148 0.0015993 84 142 1 52921
dataset_name-Levine_seed-42 lda num-2 run0 12 Pre_B_cells Pre_B_cells 0.6030567 0.4619256 0.8683669 0.8683669 2431 53148 0.0457402 2111 2459 320 48258
dataset_name-Levine_seed-42 lda num-2 run0 13 Pro_B_cells Pro_B_cells 0.3411420 0.2123974 0.8661710 0.8661710 269 53148 0.0050613 233 864 36 52015
dataset_name-Levine_seed-42 lda num-2 run0 14 pDCs pDCs 0.4736415 0.3691530 0.6606335 0.6606335 442 53148 0.0083164 292 499 150 52207
dataset_name-Levine_seed-42 lda num-2 run0 15 ungated ungated 0.4694133 0.6437831 0.3693691 0.3693691 30923 53148 0.5818281 11422 6320 19501 15905
dataset_name-Levine_seed-42 random num-1 run0 1 Basophils Basophils 0.0085000 0.0045666 0.0613108 0.0613108 946 191351 0.0049438 58 12643 888 177762
dataset_name-Levine_seed-42 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0164127 0.0093531 0.0669291 0.0669291 1778 191351 0.0092918 119 12604 1659 176969
dataset_name-Levine_seed-42 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0243838 0.0146989 0.0714835 0.0714835 2602 191351 0.0135980 186 12468 2416 176281
dataset_name-Levine_seed-42 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0013788 0.0006991 0.0494505 0.0494505 182 191351 0.0009511 9 12864 173 178305
dataset_name-Levine_seed-42 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0165761 0.0096412 0.0590513 0.0590513 2066 191351 0.0107969 122 12532 1944 176753
dataset_name-Levine_seed-42 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0071259 0.0037482 0.0720721 0.0720721 666 191351 0.0034805 48 12758 618 177927
dataset_name-Levine_seed-42 random num-1 run0 7 CD4_T_cells CD4_T_cells 0.0779856 0.0936871 0.0667917 0.0667917 18131 191351 0.0947526 1211 11715 16920 161505
dataset_name-Levine_seed-42 random num-1 run0 8 CD8_T_cells CD8_T_cells 0.0677613 0.0690007 0.0665657 0.0665657 13205 191351 0.0690093 879 11860 12326 166286
dataset_name-Levine_seed-42 random num-1 run0 9 Mature_B_cells Mature_B_cells 0.0664266 0.0655091 0.0673701 0.0673701 12320 191351 0.0643843 830 11840 11490 167191
dataset_name-Levine_seed-42 random num-1 run0 10 Monocytes Monocytes 0.0748789 0.0846040 0.0671591 0.0671591 16111 191351 0.0841961 1082 11707 15029 163533
dataset_name-Levine_seed-42 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0021223 0.0010811 0.0576132 0.0576132 243 191351 0.0012699 14 12936 229 178172
dataset_name-Levine_seed-42 random num-1 run0 12 Pre_B_cells Pre_B_cells 0.0292817 0.0185054 0.0701074 0.0701074 3352 191351 0.0175175 235 12464 3117 175535
dataset_name-Levine_seed-42 random num-1 run0 13 Pro_B_cells Pro_B_cells 0.0018509 0.0009401 0.0591133 0.0591133 203 191351 0.0010609 12 12752 191 178396
dataset_name-Levine_seed-42 random num-1 run0 14 pDCs pDCs 0.0066541 0.0035012 0.0668693 0.0668693 658 191351 0.0034387 44 12523 614 178170
dataset_name-Levine_seed-42 random num-1 run0 15 ungated ungated 0.1208588 0.6201309 0.0669538 0.0669538 118888 191351 0.6213085 7960 4876 110928 67587
dataset_name-Levine_seed-42 random num-2 run0 1 Basophils Basophils 0.0053763 0.0028300 0.0536398 0.0536398 261 74276 0.0035139 14 4933 247 69082
dataset_name-Levine_seed-42 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0100223 0.0054900 0.0574468 0.0574468 470 74276 0.0063278 27 4891 443 68915
dataset_name-Levine_seed-42 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0260290 0.0165153 0.0613968 0.0613968 1303 74276 0.0175427 80 4764 1223 68209
dataset_name-Levine_seed-42 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0023319 0.0011943 0.0491803 0.0491803 122 74276 0.0016425 6 5018 116 69136
dataset_name-Levine_seed-42 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0322152 0.0202378 0.0789260 0.0789260 1229 74276 0.0165464 97 4696 1132 68351
dataset_name-Levine_seed-42 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0084615 0.0044444 0.0880000 0.0880000 250 74276 0.0033658 22 4928 228 69098
dataset_name-Levine_seed-42 random num-2 run0 7 CD4_T_cells CD4_T_cells 0.0837498 0.1112452 0.0671524 0.0671524 8235 74276 0.1108703 553 4418 7682 61623
dataset_name-Levine_seed-42 random num-2 run0 8 CD8_T_cells CD8_T_cells 0.0792765 0.0951511 0.0679415 0.0679415 6903 74276 0.0929372 469 4460 6434 62913
dataset_name-Levine_seed-42 random num-2 run0 9 Mature_B_cells Mature_B_cells 0.0580687 0.0534428 0.0635714 0.0635714 4200 74276 0.0565459 267 4729 3933 65347
dataset_name-Levine_seed-42 random num-2 run0 10 Monocytes Monocytes 0.0718227 0.0718731 0.0717723 0.0717723 4988 74276 0.0671549 358 4623 4630 64665
dataset_name-Levine_seed-42 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.0007725 0.0003929 0.0229885 0.0229885 87 74276 0.0011713 2 5089 85 69100
dataset_name-Levine_seed-42 random num-2 run0 12 Pre_B_cells Pre_B_cells 0.0470829 0.0365587 0.0661157 0.0661157 2783 74276 0.0374684 184 4849 2599 66644
dataset_name-Levine_seed-42 random num-2 run0 13 Pro_B_cells Pro_B_cells 0.0060434 0.0032096 0.0516129 0.0516129 310 74276 0.0041736 16 4969 294 68997
dataset_name-Levine_seed-42 random num-2 run0 14 pDCs pDCs 0.0155642 0.0087191 0.0724138 0.0724138 580 74276 0.0078087 42 4775 538 68921
dataset_name-Levine_seed-42 random num-2 run0 15 ungated ungated 0.1183126 0.5629378 0.0661027 0.0661027 42555 74276 0.5729307 2813 2184 39742 29537
dataset_name-Samusik_seed-42 cyanno num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1441792 0.9517685 0.0779974 0.0779974 3795 755903 0.0050205 296 15 3499 752093
dataset_name-Samusik_seed-42 cyanno num-1 run0 2 Basophils Basophils 0.7874922 0.9153707 0.6909637 0.6909637 3663 755903 0.0048459 2531 234 1132 752006
dataset_name-Samusik_seed-42 cyanno num-1 run0 3 CD4 T cells CD4 T cells 0.9301151 0.9536136 0.9077469 0.9077469 5073 755903 0.0067112 4605 224 468 750606
dataset_name-Samusik_seed-42 cyanno num-1 run0 4 CD8 T cells CD8 T cells 0.9772196 0.9817646 0.9727165 0.9727165 10959 755903 0.0144979 10660 198 299 744746
dataset_name-Samusik_seed-42 cyanno num-1 run0 5 CLP CLP NA NA 0.0000000 0.0000000 434 755903 0.0005741 0 0 434 755469
dataset_name-Samusik_seed-42 cyanno num-1 run0 6 CMP CMP 0.0621762 0.9677419 0.0321199 0.0321199 1868 755903 0.0024712 60 2 1808 754033
dataset_name-Samusik_seed-42 cyanno num-1 run0 7 Classical Monocytes Classical Monocytes 0.9520196 0.9403364 0.9639967 0.9639967 90575 755903 0.1198236 87314 5540 3261 659788
dataset_name-Samusik_seed-42 cyanno num-1 run0 8 Eosinophils Eosinophils 0.9570193 0.9412042 0.9733751 0.9733751 47249 755903 0.0625067 45991 2873 1258 705781
dataset_name-Samusik_seed-42 cyanno num-1 run0 9 GMP GMP 0.5928756 0.8089543 0.4678964 0.4678964 5638 755903 0.0074586 2638 623 3000 749642
dataset_name-Samusik_seed-42 cyanno num-1 run0 10 HSC HSC NA NA 0.0000000 0.0000000 26 755903 0.0000344 0 0 26 755877
dataset_name-Samusik_seed-42 cyanno num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9374986 0.9264008 0.9488655 0.9488655 43630 755903 0.0577190 41399 3289 2231 708984
dataset_name-Samusik_seed-42 cyanno num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9832504 0.9756669 0.9909527 0.9909527 102572 755903 0.1356947 101644 2535 928 650796
dataset_name-Samusik_seed-42 cyanno num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.9030924 0.9170445 0.8895586 0.8895586 18417 755903 0.0243642 16383 1482 2034 736004
dataset_name-Samusik_seed-42 cyanno num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9492784 0.9332414 0.9658762 0.9658762 75695 755903 0.1001385 73112 5230 2583 674978
dataset_name-Samusik_seed-42 cyanno num-1 run0 15 MEP MEP 0.6260954 0.7933374 0.5170889 0.5170889 4974 755903 0.0065802 2572 670 2402 750259
dataset_name-Samusik_seed-42 cyanno num-1 run0 16 MPP MPP 0.1202003 0.9350649 0.0642284 0.0642284 1121 755903 0.0014830 72 5 1049 754777
dataset_name-Samusik_seed-42 cyanno num-1 run0 17 Macrophages Macrophages 0.5068421 0.8280310 0.3651877 0.3651877 2637 755903 0.0034885 963 200 1674 753066
dataset_name-Samusik_seed-42 cyanno num-1 run0 18 NK cells NK cells 0.7695552 0.9387278 0.6520468 0.6520468 3078 755903 0.0040720 2007 131 1071 752694
dataset_name-Samusik_seed-42 cyanno num-1 run0 19 NKT cells NKT cells 0.9336360 0.9528482 0.9151832 0.9151832 7640 755903 0.0101071 6992 346 648 747917
dataset_name-Samusik_seed-42 cyanno num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9537961 0.9552154 0.9523810 0.9523810 7077 755903 0.0093623 6740 316 337 748510
dataset_name-Samusik_seed-42 cyanno num-1 run0 21 Plasma Cells Plasma Cells 0.3208837 0.9355828 0.1936508 0.1936508 1575 755903 0.0020836 305 21 1270 754307
dataset_name-Samusik_seed-42 cyanno num-1 run0 22 gd T cells gd T cells 0.1727749 1.0000000 0.0945559 0.0945559 349 755903 0.0004617 33 0 316 755554
dataset_name-Samusik_seed-42 cyanno num-1 run0 23 mDCs mDCs 0.5035765 0.8421053 0.3591837 0.3591837 980 755903 0.0012965 352 66 628 754857
dataset_name-Samusik_seed-42 cyanno num-1 run0 24 pDCs pDCs 0.9810226 0.9813967 0.9806487 0.9806487 23616 755903 0.0312421 23159 439 457 731848
dataset_name-Samusik_seed-42 cyanno num-1 run0 25 ungated ungated 0.9042491 0.8916973 0.9171594 0.9171594 293262 755903 0.3879625 268968 32668 24294 429973
dataset_name-Samusik_seed-42 cyanno num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.3044538 0.9172230 0.1825186 0.1825186 3764 760931 0.0049466 687 62 3077 757105
dataset_name-Samusik_seed-42 cyanno num-2 run0 2 Basophils Basophils 0.8013141 0.8858526 0.7315053 0.7315053 3501 760931 0.0046009 2561 330 940 757100
dataset_name-Samusik_seed-42 cyanno num-2 run0 3 CD4 T cells CD4 T cells 0.9338660 0.9681709 0.9019090 0.9019090 4924 760931 0.0064710 4441 146 483 755861
dataset_name-Samusik_seed-42 cyanno num-2 run0 4 CD8 T cells CD8 T cells 0.9694981 0.9753580 0.9637082 0.9637082 10884 760931 0.0143035 10489 265 395 749782
dataset_name-Samusik_seed-42 cyanno num-2 run0 5 CLP CLP NA NA 0.0000000 0.0000000 446 760931 0.0005861 0 0 446 760485
dataset_name-Samusik_seed-42 cyanno num-2 run0 6 CMP CMP 0.2202729 0.9416667 0.1247241 0.1247241 1812 760931 0.0023813 226 14 1586 759105
dataset_name-Samusik_seed-42 cyanno num-2 run0 7 Classical Monocytes Classical Monocytes 0.9547251 0.9304847 0.9802621 0.9802621 89726 760931 0.1179161 87955 6571 1771 664634
dataset_name-Samusik_seed-42 cyanno num-2 run0 8 Eosinophils Eosinophils 0.9553804 0.9464424 0.9644888 0.9644888 45732 760931 0.0601001 44108 2496 1624 712703
dataset_name-Samusik_seed-42 cyanno num-2 run0 9 GMP GMP 0.6507200 0.8827898 0.5152657 0.5152657 5306 760931 0.0069730 2734 363 2572 755262
dataset_name-Samusik_seed-42 cyanno num-2 run0 10 HSC HSC NA NA 0.0000000 0.0000000 26 760931 0.0000342 0 0 26 760905
dataset_name-Samusik_seed-42 cyanno num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9462954 0.9285376 0.9647457 0.9647457 44647 760931 0.0586742 43073 3315 1574 712969
dataset_name-Samusik_seed-42 cyanno num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9824614 0.9775766 0.9873953 0.9873953 105437 760931 0.1385632 104108 2388 1329 653106
dataset_name-Samusik_seed-42 cyanno num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.9035078 0.9230937 0.8847359 0.8847359 19156 760931 0.0251744 16948 1412 2208 740363
dataset_name-Samusik_seed-42 cyanno num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9372408 0.9436122 0.9309549 0.9309549 75371 760931 0.0990510 70167 4193 5204 681367
dataset_name-Samusik_seed-42 cyanno num-2 run0 15 MEP MEP 0.6957233 0.7894458 0.6218926 0.6218926 4787 760931 0.0062910 2977 794 1810 755350
dataset_name-Samusik_seed-42 cyanno num-2 run0 16 MPP MPP 0.1779242 0.9473684 0.0981818 0.0981818 1100 760931 0.0014456 108 6 992 759825
dataset_name-Samusik_seed-42 cyanno num-2 run0 17 Macrophages Macrophages 0.5297096 0.8576359 0.3831920 0.3831920 2594 760931 0.0034090 994 165 1600 758172
dataset_name-Samusik_seed-42 cyanno num-2 run0 18 NK cells NK cells 0.8714734 0.9410593 0.8114698 0.8114698 2912 760931 0.0038269 2363 148 549 757871
dataset_name-Samusik_seed-42 cyanno num-2 run0 19 NKT cells NKT cells 0.9320900 0.9519669 0.9130262 0.9130262 7554 760931 0.0099273 6897 348 657 753029
dataset_name-Samusik_seed-42 cyanno num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9475446 0.9372154 0.9581041 0.9581041 7089 760931 0.0093162 6792 455 297 753387
dataset_name-Samusik_seed-42 cyanno num-2 run0 21 Plasma Cells Plasma Cells 0.3821263 0.9253731 0.2407767 0.2407767 1545 760931 0.0020304 372 30 1173 759356
dataset_name-Samusik_seed-42 cyanno num-2 run0 22 gd T cells gd T cells 0.2843137 0.9508197 0.1671470 0.1671470 347 760931 0.0004560 58 3 289 760581
dataset_name-Samusik_seed-42 cyanno num-2 run0 23 mDCs mDCs 0.3285024 0.8063241 0.2062690 0.2062690 989 760931 0.0012997 204 49 785 759893
dataset_name-Samusik_seed-42 cyanno num-2 run0 24 pDCs pDCs 0.9802801 0.9794512 0.9811105 0.9811105 23611 760931 0.0310291 23165 486 446 736834
dataset_name-Samusik_seed-42 cyanno num-2 run0 25 ungated ungated 0.9080274 0.8964431 0.9199149 0.9199149 297671 760931 0.3911932 273832 31633 23839 431627
dataset_name-Samusik_seed-42 cyanno num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1098476 0.9618644 0.0582499 0.0582499 3897 757088 0.0051474 227 9 3670 753182
dataset_name-Samusik_seed-42 cyanno num-3 run0 2 Basophils Basophils 0.7818757 0.8821332 0.7020816 0.7020816 3699 757088 0.0048858 2597 347 1102 753042
dataset_name-Samusik_seed-42 cyanno num-3 run0 3 CD4 T cells CD4 T cells 0.9314516 0.9519885 0.9117821 0.9117821 5067 757088 0.0066927 4620 233 447 751788
dataset_name-Samusik_seed-42 cyanno num-3 run0 4 CD8 T cells CD8 T cells 0.9763999 0.9774524 0.9753496 0.9753496 11156 757088 0.0147354 10881 251 275 745681
dataset_name-Samusik_seed-42 cyanno num-3 run0 5 CLP CLP NA NA 0.0000000 0.0000000 428 757088 0.0005653 0 0 428 756660
dataset_name-Samusik_seed-42 cyanno num-3 run0 6 CMP CMP 0.0918947 0.9368421 0.0483170 0.0483170 1842 757088 0.0024330 89 6 1753 755240
dataset_name-Samusik_seed-42 cyanno num-3 run0 7 Classical Monocytes Classical Monocytes 0.9577189 0.9382612 0.9780008 0.9780008 87594 757088 0.1156986 85667 5637 1927 663857
dataset_name-Samusik_seed-42 cyanno num-3 run0 8 Eosinophils Eosinophils 0.9535415 0.9460004 0.9612038 0.9612038 48845 757088 0.0645169 46950 2680 1895 705563
dataset_name-Samusik_seed-42 cyanno num-3 run0 9 GMP GMP 0.7062742 0.8562126 0.6010240 0.6010240 5469 757088 0.0072237 3287 552 2182 751067
dataset_name-Samusik_seed-42 cyanno num-3 run0 10 HSC HSC NA NA 0.0000000 0.0000000 28 757088 0.0000370 0 0 28 757060
dataset_name-Samusik_seed-42 cyanno num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9356990 0.9309781 0.9404681 0.9404681 45421 757088 0.0599943 42717 3167 2704 708500
dataset_name-Samusik_seed-42 cyanno num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9828111 0.9765559 0.9891471 0.9891471 99973 757088 0.1320494 98888 2374 1085 654741
dataset_name-Samusik_seed-42 cyanno num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8823259 0.9350530 0.8352279 0.8352279 19530 757088 0.0257962 16312 1133 3218 736425
dataset_name-Samusik_seed-42 cyanno num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9502795 0.9374547 0.9634601 0.9634601 73755 757088 0.0974193 71060 4741 2695 678592
dataset_name-Samusik_seed-42 cyanno num-3 run0 15 MEP MEP 0.7290538 0.7576348 0.7025507 0.7025507 4979 757088 0.0065765 3498 1119 1481 750990
dataset_name-Samusik_seed-42 cyanno num-3 run0 16 MPP MPP 0.1402640 0.9239130 0.0758929 0.0758929 1120 757088 0.0014794 85 7 1035 755961
dataset_name-Samusik_seed-42 cyanno num-3 run0 17 Macrophages Macrophages 0.5420561 0.8108904 0.4070927 0.4070927 2707 757088 0.0035755 1102 257 1605 754124
dataset_name-Samusik_seed-42 cyanno num-3 run0 18 NK cells NK cells 0.7891409 0.9122958 0.6952818 0.6952818 3052 757088 0.0040312 2122 204 930 753832
dataset_name-Samusik_seed-42 cyanno num-3 run0 19 NKT cells NKT cells 0.9153187 0.9562624 0.8777372 0.8777372 7672 757088 0.0101336 6734 308 938 749108
dataset_name-Samusik_seed-42 cyanno num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9503586 0.9372461 0.9638433 0.9638433 6942 757088 0.0091693 6691 448 251 749698
dataset_name-Samusik_seed-42 cyanno num-3 run0 21 Plasma Cells Plasma Cells 0.9305331 0.9419460 0.9193935 0.9193935 1253 757088 0.0016550 1152 71 101 755764
dataset_name-Samusik_seed-42 cyanno num-3 run0 22 gd T cells gd T cells 0.2194514 0.9565217 0.1239437 0.1239437 355 757088 0.0004689 44 2 311 756731
dataset_name-Samusik_seed-42 cyanno num-3 run0 23 mDCs mDCs 0.4589917 0.8543417 0.3137860 0.3137860 972 757088 0.0012839 305 52 667 756064
dataset_name-Samusik_seed-42 cyanno num-3 run0 24 pDCs pDCs 0.9796047 0.9786796 0.9805315 0.9805315 23782 757088 0.0314125 23319 508 463 732798
dataset_name-Samusik_seed-42 cyanno num-3 run0 25 ungated ungated 0.9086742 0.8981076 0.9194925 0.9194925 297550 757088 0.3930190 273595 31040 23955 428498
dataset_name-Samusik_seed-42 cyanno num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.2226389 0.9387352 0.1262962 0.1262962 3761 758138 0.0049608 475 31 3286 754346
dataset_name-Samusik_seed-42 cyanno num-4 run0 2 Basophils Basophils 0.7791595 0.9046053 0.6842687 0.6842687 3617 758138 0.0047709 2475 261 1142 754260
dataset_name-Samusik_seed-42 cyanno num-4 run0 3 CD4 T cells CD4 T cells 0.9165056 0.9544588 0.8814554 0.8814554 5112 758138 0.0067428 4506 215 606 752811
dataset_name-Samusik_seed-42 cyanno num-4 run0 4 CD8 T cells CD8 T cells 0.9766262 0.9769306 0.9763219 0.9763219 11234 758138 0.0148179 10968 259 266 746645
dataset_name-Samusik_seed-42 cyanno num-4 run0 5 CLP CLP NA NA 0.0000000 0.0000000 434 758138 0.0005725 0 0 434 757704
dataset_name-Samusik_seed-42 cyanno num-4 run0 6 CMP CMP 0.1357649 0.9640288 0.0730245 0.0730245 1835 758138 0.0024204 134 5 1701 756298
dataset_name-Samusik_seed-42 cyanno num-4 run0 7 Classical Monocytes Classical Monocytes 0.9582935 0.9389634 0.9784364 0.9784364 88204 758138 0.1163429 86302 5610 1902 664324
dataset_name-Samusik_seed-42 cyanno num-4 run0 8 Eosinophils Eosinophils 0.9540979 0.9480198 0.9602544 0.9602544 48584 758138 0.0640833 46653 2558 1931 706996
dataset_name-Samusik_seed-42 cyanno num-4 run0 9 GMP GMP 0.6913499 0.8467095 0.5841639 0.5841639 5418 758138 0.0071465 3165 573 2253 752147
dataset_name-Samusik_seed-42 cyanno num-4 run0 10 HSC HSC NA NA 0.0000000 0.0000000 24 758138 0.0000317 0 0 24 758114
dataset_name-Samusik_seed-42 cyanno num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9381652 0.9269678 0.9496364 0.9496364 44000 758138 0.0580369 41784 3292 2216 710846
dataset_name-Samusik_seed-42 cyanno num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9827356 0.9776145 0.9879106 0.9879106 102735 758138 0.1355096 101493 2324 1242 653079
dataset_name-Samusik_seed-42 cyanno num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8954210 0.9055307 0.8855345 0.8855345 18748 758138 0.0247290 16602 1732 2146 737658
dataset_name-Samusik_seed-42 cyanno num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9378575 0.9400868 0.9356386 0.9356386 75449 758138 0.0995188 70593 4499 4856 678190
dataset_name-Samusik_seed-42 cyanno num-4 run0 15 MEP MEP 0.6988976 0.7959717 0.6229273 0.6229273 4885 758138 0.0064434 3043 780 1842 752473
dataset_name-Samusik_seed-42 cyanno num-4 run0 16 MPP MPP 0.0913706 0.9473684 0.0480000 0.0480000 1125 758138 0.0014839 54 3 1071 757010
dataset_name-Samusik_seed-42 cyanno num-4 run0 17 Macrophages Macrophages 0.4761125 0.8608095 0.3290566 0.3290566 2650 758138 0.0034954 872 141 1778 755347
dataset_name-Samusik_seed-42 cyanno num-4 run0 18 NK cells NK cells 0.8853933 0.9274225 0.8470082 0.8470082 2791 758138 0.0036814 2364 185 427 755162
dataset_name-Samusik_seed-42 cyanno num-4 run0 19 NKT cells NKT cells 0.9365207 0.9497487 0.9236561 0.9236561 7571 758138 0.0099863 6993 370 578 750197
dataset_name-Samusik_seed-42 cyanno num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9459044 0.9436620 0.9481575 0.9481575 7137 758138 0.0094139 6767 404 370 750597
dataset_name-Samusik_seed-42 cyanno num-4 run0 21 Plasma Cells Plasma Cells 0.7798550 0.9100623 0.6822430 0.6822430 1498 758138 0.0019759 1022 101 476 756539
dataset_name-Samusik_seed-42 cyanno num-4 run0 22 gd T cells gd T cells 0.0164835 1.0000000 0.0083102 0.0083102 361 758138 0.0004762 3 0 358 757777
dataset_name-Samusik_seed-42 cyanno num-4 run0 23 mDCs mDCs 0.4887218 0.8666667 0.3403141 0.3403141 955 758138 0.0012597 325 50 630 757133
dataset_name-Samusik_seed-42 cyanno num-4 run0 24 pDCs pDCs 0.9791811 0.9813088 0.9770627 0.9770627 23804 758138 0.0313980 23258 443 546 733891
dataset_name-Samusik_seed-42 cyanno num-4 run0 25 ungated ungated 0.9074230 0.8951358 0.9200523 0.9200523 296206 758138 0.3907020 272525 31926 23681 430006
dataset_name-Samusik_seed-42 cyanno num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1750297 0.9533679 0.0963603 0.0963603 3819 764362 0.0049963 368 18 3451 760525
dataset_name-Samusik_seed-42 cyanno num-5 run0 2 Basophils Basophils 0.7585079 0.9358094 0.6376891 0.6376891 3635 764362 0.0047556 2318 159 1317 760568
dataset_name-Samusik_seed-42 cyanno num-5 run0 3 CD4 T cells CD4 T cells 0.9173232 0.9573272 0.8805284 0.8805284 5223 764362 0.0068331 4599 205 624 758934
dataset_name-Samusik_seed-42 cyanno num-5 run0 4 CD8 T cells CD8 T cells 0.9686185 0.9797836 0.9577050 0.9577050 11538 764362 0.0150949 11050 228 488 752596
dataset_name-Samusik_seed-42 cyanno num-5 run0 5 CLP CLP NA NA 0.0000000 0.0000000 441 764362 0.0005770 0 0 441 763921
dataset_name-Samusik_seed-42 cyanno num-5 run0 6 CMP CMP 0.0485744 0.9387755 0.0249322 0.0249322 1845 764362 0.0024138 46 3 1799 762514
dataset_name-Samusik_seed-42 cyanno num-5 run0 7 Classical Monocytes Classical Monocytes 0.9577379 0.9442860 0.9715787 0.9715787 89264 764362 0.1167824 86727 5117 2537 669981
dataset_name-Samusik_seed-42 cyanno num-5 run0 8 Eosinophils Eosinophils 0.9565297 0.9444656 0.9689060 0.9689060 48691 764362 0.0637015 47177 2774 1514 712897
dataset_name-Samusik_seed-42 cyanno num-5 run0 9 GMP GMP 0.6436808 0.8694147 0.5110043 0.5110043 5407 764362 0.0070739 2763 415 2644 758540
dataset_name-Samusik_seed-42 cyanno num-5 run0 10 HSC HSC NA NA 0.0000000 0.0000000 27 764362 0.0000353 0 0 27 764335
dataset_name-Samusik_seed-42 cyanno num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9366287 0.9314590 0.9418562 0.9418562 45869 764362 0.0600095 43202 3179 2667 715314
dataset_name-Samusik_seed-42 cyanno num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9810965 0.9768204 0.9854101 0.9854101 106101 764362 0.1388099 104553 2481 1548 655780
dataset_name-Samusik_seed-42 cyanno num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8931273 0.9177477 0.8697933 0.8697933 18870 764362 0.0246873 16413 1471 2457 744021
dataset_name-Samusik_seed-42 cyanno num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9463547 0.9370559 0.9558400 0.9558400 74230 764362 0.0971137 70952 4766 3278 685366
dataset_name-Samusik_seed-42 cyanno num-5 run0 15 MEP MEP 0.6273778 0.7989234 0.5164790 0.5164790 4885 764362 0.0063910 2523 635 2362 758842
dataset_name-Samusik_seed-42 cyanno num-5 run0 16 MPP MPP 0.0260191 0.9375000 0.0131926 0.0131926 1137 764362 0.0014875 15 1 1122 763224
dataset_name-Samusik_seed-42 cyanno num-5 run0 17 Macrophages Macrophages 0.5633656 0.8369565 0.4245766 0.4245766 2539 764362 0.0033217 1078 210 1461 761613
dataset_name-Samusik_seed-42 cyanno num-5 run0 18 NK cells NK cells 0.8388689 0.9392265 0.7578875 0.7578875 2916 764362 0.0038149 2210 143 706 761303
dataset_name-Samusik_seed-42 cyanno num-5 run0 19 NKT cells NKT cells 0.9191564 0.9580104 0.8833312 0.8833312 7697 764362 0.0100698 6799 298 898 756367
dataset_name-Samusik_seed-42 cyanno num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9303738 0.9356765 0.9251308 0.9251308 7453 764362 0.0097506 6895 474 558 756435
dataset_name-Samusik_seed-42 cyanno num-5 run0 21 Plasma Cells Plasma Cells 0.4848763 0.8573744 0.3380192 0.3380192 1565 764362 0.0020475 529 88 1036 762709
dataset_name-Samusik_seed-42 cyanno num-5 run0 22 gd T cells gd T cells 0.0507042 1.0000000 0.0260116 0.0260116 346 764362 0.0004527 9 0 337 764016
dataset_name-Samusik_seed-42 cyanno num-5 run0 23 mDCs mDCs 0.2482639 0.8773006 0.1445905 0.1445905 989 764362 0.0012939 143 20 846 763353
dataset_name-Samusik_seed-42 cyanno num-5 run0 24 pDCs pDCs 0.9801275 0.9793750 0.9808811 0.9808811 24060 764362 0.0314772 23600 497 460 739805
dataset_name-Samusik_seed-42 cyanno num-5 run0 25 ungated ungated 0.9048001 0.8880183 0.9222284 0.9222284 295815 764362 0.3870090 272809 34402 23006 434145
dataset_name-Samusik_seed-42 cygate num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1281485 0.3967168 0.0764163 0.0764163 3795 755903 0.0050205 290 441 3505 751667
dataset_name-Samusik_seed-42 cygate num-1 run0 2 Basophils Basophils 0.6152528 0.4723684 0.8820639 0.8820639 3663 755903 0.0048459 3231 3609 432 748631
dataset_name-Samusik_seed-42 cygate num-1 run0 3 CD4 T cells CD4 T cells 0.6519170 0.4887292 0.9787108 0.9787108 5073 755903 0.0067112 4965 5194 108 745636
dataset_name-Samusik_seed-42 cygate num-1 run0 4 CD8 T cells CD8 T cells 0.7858380 0.6500090 0.9934301 0.9934301 10959 755903 0.0144979 10887 5862 72 739082
dataset_name-Samusik_seed-42 cygate num-1 run0 5 CLP CLP 0.0695072 0.0379910 0.4078341 0.4078341 434 755903 0.0005741 177 4482 257 750987
dataset_name-Samusik_seed-42 cygate num-1 run0 6 CMP CMP 0.3609037 0.2203671 0.9962527 0.9962527 1868 755903 0.0024712 1861 6584 7 747451
dataset_name-Samusik_seed-42 cygate num-1 run0 7 Classical Monocytes Classical Monocytes 0.7928606 0.6660060 0.9794093 0.9794093 90575 755903 0.1198236 88710 44487 1865 620841
dataset_name-Samusik_seed-42 cygate num-1 run0 8 Eosinophils Eosinophils 0.8516424 0.8325248 0.8716587 0.8716587 47249 755903 0.0625067 41185 8285 6064 700369
dataset_name-Samusik_seed-42 cygate num-1 run0 9 GMP GMP 0.4985997 0.3326808 0.9946790 0.9946790 5638 755903 0.0074586 5608 11249 30 739016
dataset_name-Samusik_seed-42 cygate num-1 run0 10 HSC HSC 0.0666667 0.0425532 0.1538462 0.1538462 26 755903 0.0000344 4 90 22 755787
dataset_name-Samusik_seed-42 cygate num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8015569 0.6717443 0.9935595 0.9935595 43630 755903 0.0577190 43349 21183 281 691090
dataset_name-Samusik_seed-42 cygate num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9268941 0.8639381 0.9997465 0.9997465 102572 755903 0.1356947 102546 16150 26 637181
dataset_name-Samusik_seed-42 cygate num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5689236 0.3991419 0.9900635 0.9900635 18417 755903 0.0243642 18234 27449 183 710037
dataset_name-Samusik_seed-42 cygate num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8138986 0.6965506 0.9787965 0.9787965 75695 755903 0.1001385 74090 32277 1605 647931
dataset_name-Samusik_seed-42 cygate num-1 run0 15 MEP MEP 0.6771491 0.5141814 0.9913550 0.9913550 4974 755903 0.0065802 4931 4659 43 746270
dataset_name-Samusik_seed-42 cygate num-1 run0 16 MPP MPP 0.3355534 0.2040501 0.9438002 0.9438002 1121 755903 0.0014830 1058 4127 63 750655
dataset_name-Samusik_seed-42 cygate num-1 run0 17 Macrophages Macrophages 0.4690265 0.3142157 0.9245355 0.9245355 2637 755903 0.0034885 2438 5321 199 747945
dataset_name-Samusik_seed-42 cygate num-1 run0 18 NK cells NK cells 0.5327752 0.3766985 0.9096816 0.9096816 3078 755903 0.0040720 2800 4633 278 748192
dataset_name-Samusik_seed-42 cygate num-1 run0 19 NKT cells NKT cells 0.6729955 0.5515770 0.8629581 0.8629581 7640 755903 0.0101071 6593 5360 1047 742903
dataset_name-Samusik_seed-42 cygate num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8451444 0.7889256 0.9099901 0.9099901 7077 755903 0.0093623 6440 1723 637 747103
dataset_name-Samusik_seed-42 cygate num-1 run0 21 Plasma Cells Plasma Cells 0.7894324 0.6712633 0.9580952 0.9580952 1575 755903 0.0020836 1509 739 66 753589
dataset_name-Samusik_seed-42 cygate num-1 run0 22 gd T cells gd T cells 0.2908093 0.1730141 0.9111748 0.9111748 349 755903 0.0004617 318 1520 31 754034
dataset_name-Samusik_seed-42 cygate num-1 run0 23 mDCs mDCs 0.6229167 0.4721053 0.9153061 0.9153061 980 755903 0.0012965 897 1003 83 753920
dataset_name-Samusik_seed-42 cygate num-1 run0 24 pDCs pDCs 0.9367211 0.9283457 0.9452490 0.9452490 23616 755903 0.0312421 22323 1723 1293 730564
dataset_name-Samusik_seed-42 cygate num-1 run0 25 ungated ungated 0.3867670 0.9896660 0.2403482 0.2403482 293262 755903 0.3879625 70485 736 222777 461905
dataset_name-Samusik_seed-42 cygate num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1633803 0.3366501 0.1078640 0.1078640 3764 760931 0.0049466 406 800 3358 756367
dataset_name-Samusik_seed-42 cygate num-2 run0 2 Basophils Basophils 0.6310254 0.4787234 0.9254499 0.9254499 3501 760931 0.0046009 3240 3528 261 753902
dataset_name-Samusik_seed-42 cygate num-2 run0 3 CD4 T cells CD4 T cells 0.6528089 0.4904563 0.9758327 0.9758327 4924 760931 0.0064710 4805 4992 119 751015
dataset_name-Samusik_seed-42 cygate num-2 run0 4 CD8 T cells CD8 T cells 0.8084741 0.6804797 0.9957736 0.9957736 10884 760931 0.0143035 10838 5089 46 744958
dataset_name-Samusik_seed-42 cygate num-2 run0 5 CLP CLP 0.0825535 0.0446009 0.5538117 0.5538117 446 760931 0.0005861 247 5291 199 755194
dataset_name-Samusik_seed-42 cygate num-2 run0 6 CMP CMP 0.3585959 0.2188413 0.9922737 0.9922737 1812 760931 0.0023813 1798 6418 14 752701
dataset_name-Samusik_seed-42 cygate num-2 run0 7 Classical Monocytes Classical Monocytes 0.8248580 0.7288460 0.9500033 0.9500033 89726 760931 0.1179161 85240 31712 4486 639493
dataset_name-Samusik_seed-42 cygate num-2 run0 8 Eosinophils Eosinophils 0.8699103 0.8247374 0.9203184 0.9203184 45732 760931 0.0601001 42088 8944 3644 706255
dataset_name-Samusik_seed-42 cygate num-2 run0 9 GMP GMP 0.5613504 0.3936864 0.9777610 0.9777610 5306 760931 0.0069730 5188 7990 118 747635
dataset_name-Samusik_seed-42 cygate num-2 run0 10 HSC HSC 0.0169492 0.0087146 0.3076923 0.3076923 26 760931 0.0000342 8 910 18 759995
dataset_name-Samusik_seed-42 cygate num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7911885 0.6559359 0.9967075 0.9967075 44647 760931 0.0586742 44500 23342 147 692942
dataset_name-Samusik_seed-42 cygate num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9619464 0.9296838 0.9965287 0.9965287 105437 760931 0.1385632 105071 7947 366 647547
dataset_name-Samusik_seed-42 cygate num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5332044 0.3644287 0.9931614 0.9931614 19156 760931 0.0251744 19025 33180 131 708595
dataset_name-Samusik_seed-42 cygate num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8225704 0.7599919 0.8963792 0.8963792 75371 760931 0.0990510 67561 21336 7810 664224
dataset_name-Samusik_seed-42 cygate num-2 run0 15 MEP MEP 0.7005359 0.5400724 0.9966576 0.9966576 4787 760931 0.0062910 4771 4063 16 752081
dataset_name-Samusik_seed-42 cygate num-2 run0 16 MPP MPP 0.3431080 0.2126224 0.8881818 0.8881818 1100 760931 0.0014456 977 3618 123 756213
dataset_name-Samusik_seed-42 cygate num-2 run0 17 Macrophages Macrophages 0.4767932 0.3224185 0.9148034 0.9148034 2594 760931 0.0034090 2373 4987 221 753350
dataset_name-Samusik_seed-42 cygate num-2 run0 18 NK cells NK cells 0.5048581 0.3493277 0.9100275 0.9100275 2912 760931 0.0038269 2650 4936 262 753083
dataset_name-Samusik_seed-42 cygate num-2 run0 19 NKT cells NKT cells 0.7086536 0.5687280 0.9398994 0.9398994 7554 760931 0.0099273 7100 5384 454 747993
dataset_name-Samusik_seed-42 cygate num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8531164 0.7813893 0.9393426 0.9393426 7089 760931 0.0093162 6659 1863 430 751979
dataset_name-Samusik_seed-42 cygate num-2 run0 21 Plasma Cells Plasma Cells 0.8211658 0.7295123 0.9391586 0.9391586 1545 760931 0.0020304 1451 538 94 758848
dataset_name-Samusik_seed-42 cygate num-2 run0 22 gd T cells gd T cells 0.2828918 0.1675532 0.9077810 0.9077810 347 760931 0.0004560 315 1565 32 759019
dataset_name-Samusik_seed-42 cygate num-2 run0 23 mDCs mDCs 0.6420356 0.4898936 0.9312437 0.9312437 989 760931 0.0012997 921 959 68 758983
dataset_name-Samusik_seed-42 cygate num-2 run0 24 pDCs pDCs 0.9509142 0.9252715 0.9780187 0.9780187 23611 760931 0.0310291 23092 1865 519 735455
dataset_name-Samusik_seed-42 cygate num-2 run0 25 ungated ungated 0.3964203 0.9886263 0.2479146 0.2479146 297671 760931 0.3911932 73797 849 223874 462411
dataset_name-Samusik_seed-42 cygate num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0528332 0.1233522 0.0336156 0.0336156 3897 757088 0.0051474 131 931 3766 752260
dataset_name-Samusik_seed-42 cygate num-3 run0 2 Basophils Basophils 0.6139021 0.4693848 0.8869965 0.8869965 3699 757088 0.0048858 3281 3709 418 749680
dataset_name-Samusik_seed-42 cygate num-3 run0 3 CD4 T cells CD4 T cells 0.6528178 0.4886687 0.9830274 0.9830274 5067 757088 0.0066927 4981 5212 86 746809
dataset_name-Samusik_seed-42 cygate num-3 run0 4 CD8 T cells CD8 T cells 0.7800182 0.6399196 0.9986554 0.9986554 11156 757088 0.0147354 11141 6269 15 739663
dataset_name-Samusik_seed-42 cygate num-3 run0 5 CLP CLP 0.1082315 0.0581742 0.7757009 0.7757009 428 757088 0.0005653 332 5375 96 751285
dataset_name-Samusik_seed-42 cygate num-3 run0 6 CMP CMP 0.3528622 0.2142774 0.9989142 0.9989142 1842 757088 0.0024330 1840 6747 2 748499
dataset_name-Samusik_seed-42 cygate num-3 run0 7 Classical Monocytes Classical Monocytes 0.8358920 0.7310034 0.9759230 0.9759230 87594 757088 0.1156986 85485 31457 2109 638037
dataset_name-Samusik_seed-42 cygate num-3 run0 8 Eosinophils Eosinophils 0.8575849 0.8267776 0.8907769 0.8907769 48845 757088 0.0645169 43510 9116 5335 699127
dataset_name-Samusik_seed-42 cygate num-3 run0 9 GMP GMP 0.4772013 0.3134791 0.9989029 0.9989029 5469 757088 0.0072237 5463 11964 6 739655
dataset_name-Samusik_seed-42 cygate num-3 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 28 757088 0.0000370 0 126 28 756934
dataset_name-Samusik_seed-42 cygate num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7944615 0.6615682 0.9941657 0.9941657 45421 757088 0.0599943 45156 23100 265 688567
dataset_name-Samusik_seed-42 cygate num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9295137 0.8687173 0.9994599 0.9994599 99973 757088 0.1320494 99919 15100 54 642015
dataset_name-Samusik_seed-42 cygate num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.4888990 0.3248459 0.9877112 0.9877112 19530 757088 0.0257962 19290 40092 240 697466
dataset_name-Samusik_seed-42 cygate num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7987814 0.6804240 0.9669853 0.9669853 73755 757088 0.0974193 71320 33497 2435 649836
dataset_name-Samusik_seed-42 cygate num-3 run0 15 MEP MEP 0.6712878 0.5072925 0.9919663 0.9919663 4979 757088 0.0065765 4939 4797 40 747312
dataset_name-Samusik_seed-42 cygate num-3 run0 16 MPP MPP 0.3927894 0.2493976 0.9241071 0.9241071 1120 757088 0.0014794 1035 3115 85 752853
dataset_name-Samusik_seed-42 cygate num-3 run0 17 Macrophages Macrophages 0.4600221 0.3064180 0.9224233 0.9224233 2707 757088 0.0035755 2497 5652 210 748729
dataset_name-Samusik_seed-42 cygate num-3 run0 18 NK cells NK cells 0.5180712 0.3615614 0.9134993 0.9134993 3052 757088 0.0040312 2788 4923 264 749113
dataset_name-Samusik_seed-42 cygate num-3 run0 19 NKT cells NKT cells 0.6708235 0.5547128 0.8484098 0.8484098 7672 757088 0.0101336 6509 5225 1163 744191
dataset_name-Samusik_seed-42 cygate num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.4560718 0.7074500 0.3365024 0.3365024 6942 757088 0.0091693 2336 966 4606 749180
dataset_name-Samusik_seed-42 cygate num-3 run0 21 Plasma Cells Plasma Cells 0.7430806 0.5963303 0.9856345 0.9856345 1253 757088 0.0016550 1235 836 18 754999
dataset_name-Samusik_seed-42 cygate num-3 run0 22 gd T cells gd T cells 0.3322718 0.2047090 0.8816901 0.8816901 355 757088 0.0004689 313 1216 42 755517
dataset_name-Samusik_seed-42 cygate num-3 run0 23 mDCs mDCs 0.6775510 0.5298897 0.9393004 0.9393004 972 757088 0.0012839 913 810 59 755306
dataset_name-Samusik_seed-42 cygate num-3 run0 24 pDCs pDCs 0.9430184 0.9208913 0.9662350 0.9662350 23782 757088 0.0314125 22979 1974 803 731332
dataset_name-Samusik_seed-42 cygate num-3 run0 25 ungated ungated 0.3927534 0.9908495 0.2449168 0.2449168 297550 757088 0.3930190 72875 673 224675 458865
dataset_name-Samusik_seed-42 cygate num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0800921 0.2979452 0.0462643 0.0462643 3761 758138 0.0049608 174 410 3587 753967
dataset_name-Samusik_seed-42 cygate num-4 run0 2 Basophils Basophils 0.6362278 0.4803327 0.9419408 0.9419408 3617 758138 0.0047709 3407 3686 210 750835
dataset_name-Samusik_seed-42 cygate num-4 run0 3 CD4 T cells CD4 T cells 0.6536864 0.4891220 0.9851330 0.9851330 5112 758138 0.0067428 5036 5260 76 747766
dataset_name-Samusik_seed-42 cygate num-4 run0 4 CD8 T cells CD8 T cells 0.7816742 0.6428121 0.9970625 0.9970625 11234 758138 0.0148179 11201 6224 33 740680
dataset_name-Samusik_seed-42 cygate num-4 run0 5 CLP CLP 0.1145729 0.0617775 0.7880184 0.7880184 434 758138 0.0005725 342 5194 92 752510
dataset_name-Samusik_seed-42 cygate num-4 run0 6 CMP CMP 0.3615005 0.2207354 0.9978202 0.9978202 1835 758138 0.0024204 1831 6464 4 749839
dataset_name-Samusik_seed-42 cygate num-4 run0 7 Classical Monocytes Classical Monocytes 0.8203912 0.7104669 0.9705569 0.9705569 88204 758138 0.1163429 85607 34887 2597 635047
dataset_name-Samusik_seed-42 cygate num-4 run0 8 Eosinophils Eosinophils 0.8699373 0.8229063 0.9226700 0.9226700 48584 758138 0.0640833 44827 9647 3757 699907
dataset_name-Samusik_seed-42 cygate num-4 run0 9 GMP GMP 0.4960934 0.3302938 0.9961240 0.9961240 5418 758138 0.0071465 5397 10943 21 741777
dataset_name-Samusik_seed-42 cygate num-4 run0 10 HSC HSC 0.0222222 0.0117371 0.2083333 0.2083333 24 758138 0.0000317 5 421 19 757693
dataset_name-Samusik_seed-42 cygate num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7918160 0.6578306 0.9943409 0.9943409 44000 758138 0.0580369 43751 22757 249 691381
dataset_name-Samusik_seed-42 cygate num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9284035 0.8666301 0.9996593 0.9996593 102735 758138 0.1355096 102700 15805 35 639598
dataset_name-Samusik_seed-42 cygate num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5149563 0.3478261 0.9912524 0.9912524 18748 758138 0.0247290 18584 34845 164 704545
dataset_name-Samusik_seed-42 cygate num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8250733 0.7625876 0.8987130 0.8987130 75449 758138 0.0995188 67807 21110 7642 661579
dataset_name-Samusik_seed-42 cygate num-4 run0 15 MEP MEP 0.6717241 0.5065003 0.9969294 0.9969294 4885 758138 0.0064434 4870 4745 15 748508
dataset_name-Samusik_seed-42 cygate num-4 run0 16 MPP MPP 0.4016684 0.2623978 0.8560000 0.8560000 1125 758138 0.0014839 963 2707 162 754306
dataset_name-Samusik_seed-42 cygate num-4 run0 17 Macrophages Macrophages 0.4730331 0.3179574 0.9233962 0.9233962 2650 758138 0.0034954 2447 5249 203 750239
dataset_name-Samusik_seed-42 cygate num-4 run0 18 NK cells NK cells 0.5159316 0.3656348 0.8760301 0.8760301 2791 758138 0.0036814 2445 4242 346 751105
dataset_name-Samusik_seed-42 cygate num-4 run0 19 NKT cells NKT cells 0.6679091 0.5492082 0.8520671 0.8520671 7571 758138 0.0099863 6451 5295 1120 745272
dataset_name-Samusik_seed-42 cygate num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8591412 0.7987717 0.9293821 0.9293821 7137 758138 0.0094139 6633 1671 504 749330
dataset_name-Samusik_seed-42 cygate num-4 run0 21 Plasma Cells Plasma Cells 0.7535338 0.6126201 0.9786382 0.9786382 1498 758138 0.0019759 1466 927 32 755713
dataset_name-Samusik_seed-42 cygate num-4 run0 22 gd T cells gd T cells 0.2986425 0.1784749 0.9141274 0.9141274 361 758138 0.0004762 330 1519 31 756258
dataset_name-Samusik_seed-42 cygate num-4 run0 23 mDCs mDCs 0.6410999 0.4897734 0.9277487 0.9277487 955 758138 0.0012597 886 923 69 756260
dataset_name-Samusik_seed-42 cygate num-4 run0 24 pDCs pDCs 0.9431434 0.9205295 0.9668963 0.9668963 23804 758138 0.0313980 23016 1987 788 732347
dataset_name-Samusik_seed-42 cygate num-4 run0 25 ungated ungated 0.3980835 0.9906814 0.2490868 0.2490868 296206 758138 0.3907020 73781 694 222425 461238
dataset_name-Samusik_seed-42 cygate num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0625000 0.2551595 0.0356114 0.0356114 3819 764362 0.0049963 136 397 3683 760146
dataset_name-Samusik_seed-42 cygate num-5 run0 2 Basophils Basophils 0.6418623 0.5027271 0.8874828 0.8874828 3635 764362 0.0047556 3226 3191 409 757536
dataset_name-Samusik_seed-42 cygate num-5 run0 3 CD4 T cells CD4 T cells 0.6531262 0.4892683 0.9820027 0.9820027 5223 764362 0.0068331 5129 5354 94 753785
dataset_name-Samusik_seed-42 cygate num-5 run0 4 CD8 T cells CD8 T cells 0.7847236 0.6476094 0.9954932 0.9954932 11538 764362 0.0150949 11486 6250 52 746574
dataset_name-Samusik_seed-42 cygate num-5 run0 5 CLP CLP 0.1145684 0.0616203 0.8140590 0.8140590 441 764362 0.0005770 359 5467 82 758454
dataset_name-Samusik_seed-42 cygate num-5 run0 6 CMP CMP 0.3475472 0.2103941 0.9983740 0.9983740 1845 764362 0.0024138 1842 6913 3 755604
dataset_name-Samusik_seed-42 cygate num-5 run0 7 Classical Monocytes Classical Monocytes 0.8209609 0.7057686 0.9810898 0.9810898 89264 764362 0.1167824 87576 36510 1688 638588
dataset_name-Samusik_seed-42 cygate num-5 run0 8 Eosinophils Eosinophils 0.8622464 0.8273747 0.9001869 0.9001869 48691 764362 0.0637015 43831 9145 4860 706526
dataset_name-Samusik_seed-42 cygate num-5 run0 9 GMP GMP 0.5242050 0.3569612 0.9863140 0.9863140 5407 764362 0.0070739 5333 9607 74 749348
dataset_name-Samusik_seed-42 cygate num-5 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 27 764362 0.0000353 0 470 27 763865
dataset_name-Samusik_seed-42 cygate num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7821850 0.6433604 0.9974057 0.9974057 45869 764362 0.0600095 45750 25361 119 693132
dataset_name-Samusik_seed-42 cygate num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9239816 0.8589755 0.9996324 0.9996324 106101 764362 0.1388099 106062 17413 39 640848
dataset_name-Samusik_seed-42 cygate num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5102239 0.3437000 0.9897721 0.9897721 18870 764362 0.0246873 18677 35664 193 709828
dataset_name-Samusik_seed-42 cygate num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8228556 0.7194892 0.9609053 0.9609053 74230 764362 0.0971137 71328 27809 2902 662323
dataset_name-Samusik_seed-42 cygate num-5 run0 15 MEP MEP 0.6840023 0.5222834 0.9907881 0.9907881 4885 764362 0.0063910 4840 4427 45 755050
dataset_name-Samusik_seed-42 cygate num-5 run0 16 MPP MPP 0.3945055 0.2491325 0.9472296 0.9472296 1137 764362 0.0014875 1077 3246 60 759979
dataset_name-Samusik_seed-42 cygate num-5 run0 17 Macrophages Macrophages 0.4662852 0.3148020 0.8987790 0.8987790 2539 764362 0.0033217 2282 4967 257 756856
dataset_name-Samusik_seed-42 cygate num-5 run0 18 NK cells NK cells 0.5131732 0.3575864 0.9084362 0.9084362 2916 764362 0.0038149 2649 4759 267 756687
dataset_name-Samusik_seed-42 cygate num-5 run0 19 NKT cells NKT cells 0.6716494 0.5517501 0.8581265 0.8581265 7697 764362 0.0100698 6605 5366 1092 751299
dataset_name-Samusik_seed-42 cygate num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8645802 0.7876682 0.9581377 0.9581377 7453 764362 0.0097506 7141 1925 312 754984
dataset_name-Samusik_seed-42 cygate num-5 run0 21 Plasma Cells Plasma Cells 0.8294879 0.7410759 0.9418530 0.9418530 1565 764362 0.0020475 1474 515 91 762282
dataset_name-Samusik_seed-42 cygate num-5 run0 22 gd T cells gd T cells 0.2915506 0.1736726 0.9075145 0.9075145 346 764362 0.0004527 314 1494 32 762522
dataset_name-Samusik_seed-42 cygate num-5 run0 23 mDCs mDCs 0.6487648 0.5022173 0.9160768 0.9160768 989 764362 0.0012939 906 898 83 762475
dataset_name-Samusik_seed-42 cygate num-5 run0 24 pDCs pDCs 0.9422456 0.9163394 0.9696592 0.9696592 24060 764362 0.0314772 23330 2130 730 738172
dataset_name-Samusik_seed-42 cygate num-5 run0 25 ungated ungated 0.3704649 0.9954311 0.2275814 0.2275814 295815 764362 0.3870090 67322 309 228493 468238
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.3214361 0.8095745 0.2005270 0.2005270 3795 755903 0.0050205 761 179 3034 751929
dataset_name-Samusik_seed-42 dgcytof num-1 run0 2 Basophils Basophils 0.6925642 0.8895075 0.5670216 0.5670216 3663 755903 0.0048459 2077 258 1586 751982
dataset_name-Samusik_seed-42 dgcytof num-1 run0 3 CD4 T cells CD4 T cells 0.7901334 0.8040816 0.7766608 0.7766608 5073 755903 0.0067112 3940 960 1133 749870
dataset_name-Samusik_seed-42 dgcytof num-1 run0 4 CD8 T cells CD8 T cells 0.9078306 0.8547256 0.9679715 0.9679715 10959 755903 0.0144979 10608 1803 351 743141
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5 CLP CLP 0.3250328 0.3768997 0.2857143 0.2857143 434 755903 0.0005741 124 205 310 755264
dataset_name-Samusik_seed-42 dgcytof num-1 run0 6 CMP CMP 0.5689489 0.7119871 0.4737687 0.4737687 1868 755903 0.0024712 885 358 983 753677
dataset_name-Samusik_seed-42 dgcytof num-1 run0 7 Classical Monocytes Classical Monocytes 0.9332027 0.9253422 0.9411979 0.9411979 90575 755903 0.1198236 85249 6878 5326 658450
dataset_name-Samusik_seed-42 dgcytof num-1 run0 8 Eosinophils Eosinophils 0.9378635 0.9389478 0.9367817 0.9367817 47249 755903 0.0625067 44262 2878 2987 705776
dataset_name-Samusik_seed-42 dgcytof num-1 run0 9 GMP GMP 0.7118079 0.6211500 0.8334516 0.8334516 5638 755903 0.0074586 4699 2866 939 747399
dataset_name-Samusik_seed-42 dgcytof num-1 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 26 755903 0.0000344 0 3 26 755874
dataset_name-Samusik_seed-42 dgcytof num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9043298 0.9169317 0.8920697 0.8920697 43630 755903 0.0577190 38921 3526 4709 708747
dataset_name-Samusik_seed-42 dgcytof num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9691001 0.9534079 0.9853176 0.9853176 102572 755903 0.1356947 101066 4939 1506 648392
dataset_name-Samusik_seed-42 dgcytof num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8499312 0.8011536 0.9050334 0.9050334 18417 755903 0.0243642 16668 4137 1749 733349
dataset_name-Samusik_seed-42 dgcytof num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9318500 0.8961719 0.9704868 0.9704868 75695 755903 0.1001385 73461 8511 2234 671697
dataset_name-Samusik_seed-42 dgcytof num-1 run0 15 MEP MEP 0.6559223 0.7272950 0.5973060 0.5973060 4974 755903 0.0065802 2971 1114 2003 749815
dataset_name-Samusik_seed-42 dgcytof num-1 run0 16 MPP MPP 0.6168033 0.7244284 0.5370205 0.5370205 1121 755903 0.0014830 602 229 519 754553
dataset_name-Samusik_seed-42 dgcytof num-1 run0 17 Macrophages Macrophages 0.5974675 0.5639731 0.6351915 0.6351915 2637 755903 0.0034885 1675 1295 962 751971
dataset_name-Samusik_seed-42 dgcytof num-1 run0 18 NK cells NK cells 0.7843418 0.7020021 0.8885640 0.8885640 3078 755903 0.0040720 2735 1161 343 751664
dataset_name-Samusik_seed-42 dgcytof num-1 run0 19 NKT cells NKT cells 0.8911904 0.8610128 0.9235602 0.9235602 7640 755903 0.0101071 7056 1139 584 747124
dataset_name-Samusik_seed-42 dgcytof num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9102114 0.8570002 0.9704677 0.9704677 7077 755903 0.0093623 6868 1146 209 747680
dataset_name-Samusik_seed-42 dgcytof num-1 run0 21 Plasma Cells Plasma Cells 0.6585551 0.8208531 0.5498413 0.5498413 1575 755903 0.0020836 866 189 709 754139
dataset_name-Samusik_seed-42 dgcytof num-1 run0 22 gd T cells gd T cells 0.5628043 0.4262537 0.8280802 0.8280802 349 755903 0.0004617 289 389 60 755165
dataset_name-Samusik_seed-42 dgcytof num-1 run0 23 mDCs mDCs 0.6255924 0.7457627 0.5387755 0.5387755 980 755903 0.0012965 528 180 452 754743
dataset_name-Samusik_seed-42 dgcytof num-1 run0 24 pDCs pDCs 0.9683205 0.9583610 0.9784892 0.9784892 23616 755903 0.0312421 23108 1004 508 731283
dataset_name-Samusik_seed-42 dgcytof num-1 run0 25 ungated ungated 0.8650990 0.8837542 0.8472151 0.8472151 293262 755903 0.3879625 248456 32681 44806 429960
dataset_name-Samusik_seed-42 dgcytof num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.6263189 0.6983660 0.5677471 0.5677471 3764 760931 0.0049466 2137 923 1627 756244
dataset_name-Samusik_seed-42 dgcytof num-2 run0 2 Basophils Basophils 0.7982775 0.7547074 0.8471865 0.8471865 3501 760931 0.0046009 2966 964 535 756466
dataset_name-Samusik_seed-42 dgcytof num-2 run0 3 CD4 T cells CD4 T cells 0.8216315 0.8209651 0.8222989 0.8222989 4924 760931 0.0064710 4049 883 875 755124
dataset_name-Samusik_seed-42 dgcytof num-2 run0 4 CD8 T cells CD8 T cells 0.8926269 0.8337188 0.9604925 0.9604925 10884 760931 0.0143035 10454 2085 430 747962
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5 CLP CLP NA 0.0000000 0.0000000 0.0000000 446 760931 0.0005861 0 3 446 760482
dataset_name-Samusik_seed-42 dgcytof num-2 run0 6 CMP CMP 0.5695946 0.7343206 0.4652318 0.4652318 1812 760931 0.0023813 843 305 969 758814
dataset_name-Samusik_seed-42 dgcytof num-2 run0 7 Classical Monocytes Classical Monocytes 0.9302397 0.9171414 0.9437175 0.9437175 89726 760931 0.1179161 84676 7650 5050 663555
dataset_name-Samusik_seed-42 dgcytof num-2 run0 8 Eosinophils Eosinophils 0.9287591 0.9459006 0.9122278 0.9122278 45732 760931 0.0601001 41718 2386 4014 712813
dataset_name-Samusik_seed-42 dgcytof num-2 run0 9 GMP GMP 0.6874611 0.7635820 0.6251413 0.6251413 5306 760931 0.0069730 3317 1027 1989 754598
dataset_name-Samusik_seed-42 dgcytof num-2 run0 10 HSC HSC 0.1052632 0.1666667 0.0769231 0.0769231 26 760931 0.0000342 2 10 24 760895
dataset_name-Samusik_seed-42 dgcytof num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8966447 0.9073896 0.8861514 0.8861514 44647 760931 0.0586742 39564 4038 5083 712246
dataset_name-Samusik_seed-42 dgcytof num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9611269 0.9444139 0.9784421 0.9784421 105437 760931 0.1385632 103164 6072 2273 649422
dataset_name-Samusik_seed-42 dgcytof num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8603251 0.8786329 0.8427647 0.8427647 19156 760931 0.0251744 16144 2230 3012 739545
dataset_name-Samusik_seed-42 dgcytof num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9122504 0.8691907 0.9597989 0.9597989 75371 760931 0.0990510 72341 10887 3030 674673
dataset_name-Samusik_seed-42 dgcytof num-2 run0 15 MEP MEP 0.7249029 0.6501409 0.8190934 0.8190934 4787 760931 0.0062910 3921 2110 866 754034
dataset_name-Samusik_seed-42 dgcytof num-2 run0 16 MPP MPP 0.6194523 0.6444008 0.5963636 0.5963636 1100 760931 0.0014456 656 362 444 759469
dataset_name-Samusik_seed-42 dgcytof num-2 run0 17 Macrophages Macrophages 0.5648051 0.6229661 0.5165767 0.5165767 2594 760931 0.0034090 1340 811 1254 757526
dataset_name-Samusik_seed-42 dgcytof num-2 run0 18 NK cells NK cells 0.7675998 0.7414400 0.7956731 0.7956731 2912 760931 0.0038269 2317 808 595 757211
dataset_name-Samusik_seed-42 dgcytof num-2 run0 19 NKT cells NKT cells 0.8904502 0.8754157 0.9060101 0.9060101 7554 760931 0.0099273 6844 974 710 752403
dataset_name-Samusik_seed-42 dgcytof num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9125439 0.8759569 0.9523205 0.9523205 7089 760931 0.0093162 6751 956 338 752886
dataset_name-Samusik_seed-42 dgcytof num-2 run0 21 Plasma Cells Plasma Cells 0.7419472 0.8415435 0.6634304 0.6634304 1545 760931 0.0020304 1025 193 520 759193
dataset_name-Samusik_seed-42 dgcytof num-2 run0 22 gd T cells gd T cells 0.6529915 0.8025210 0.5504323 0.5504323 347 760931 0.0004560 191 47 156 760537
dataset_name-Samusik_seed-42 dgcytof num-2 run0 23 mDCs mDCs 0.5728155 0.7162367 0.4772497 0.4772497 989 760931 0.0012997 472 187 517 759755
dataset_name-Samusik_seed-42 dgcytof num-2 run0 24 pDCs pDCs 0.9192873 0.9694208 0.8740841 0.8740841 23611 760931 0.0310291 20638 651 2973 736669
dataset_name-Samusik_seed-42 dgcytof num-2 run0 25 ungated ungated 0.8573358 0.8704434 0.8446170 0.8446170 297671 760931 0.3911932 251418 37421 46253 425839
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5198578 0.6534577 0.4316141 0.4316141 3897 757088 0.0051474 1682 892 2215 752299
dataset_name-Samusik_seed-42 dgcytof num-3 run0 2 Basophils Basophils 0.7558175 0.8568003 0.6761287 0.6761287 3699 757088 0.0048858 2501 418 1198 752971
dataset_name-Samusik_seed-42 dgcytof num-3 run0 3 CD4 T cells CD4 T cells 0.8297893 0.8167049 0.8432998 0.8432998 5067 757088 0.0066927 4273 959 794 751062
dataset_name-Samusik_seed-42 dgcytof num-3 run0 4 CD8 T cells CD8 T cells 0.9046386 0.8590312 0.9553603 0.9553603 11156 757088 0.0147354 10658 1749 498 744183
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5 CLP CLP 0.2321725 0.4000000 0.1635514 0.1635514 428 757088 0.0005653 70 105 358 756555
dataset_name-Samusik_seed-42 dgcytof num-3 run0 6 CMP CMP 0.6508347 0.5740357 0.7513572 0.7513572 1842 757088 0.0024330 1384 1027 458 754219
dataset_name-Samusik_seed-42 dgcytof num-3 run0 7 Classical Monocytes Classical Monocytes 0.9389373 0.9290936 0.9489919 0.9489919 87594 757088 0.1156986 83126 6344 4468 663150
dataset_name-Samusik_seed-42 dgcytof num-3 run0 8 Eosinophils Eosinophils 0.9452083 0.9200620 0.9717678 0.9717678 48845 757088 0.0645169 47466 4124 1379 704119
dataset_name-Samusik_seed-42 dgcytof num-3 run0 9 GMP GMP 0.7210240 0.6261959 0.8496983 0.8496983 5469 757088 0.0072237 4647 2774 822 748845
dataset_name-Samusik_seed-42 dgcytof num-3 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 28 757088 0.0000370 0 2 28 757058
dataset_name-Samusik_seed-42 dgcytof num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9031758 0.8831289 0.9241540 0.9241540 45421 757088 0.0599943 41976 5555 3445 706112
dataset_name-Samusik_seed-42 dgcytof num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9676880 0.9412994 0.9955988 0.9955988 99973 757088 0.1320494 99533 6207 440 650908
dataset_name-Samusik_seed-42 dgcytof num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8442660 0.8230403 0.8666155 0.8666155 19530 757088 0.0257962 16925 3639 2605 733919
dataset_name-Samusik_seed-42 dgcytof num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9294284 0.8929803 0.9689784 0.9689784 73755 757088 0.0974193 71467 8565 2288 674768
dataset_name-Samusik_seed-42 dgcytof num-3 run0 15 MEP MEP 0.7163109 0.5935067 0.9031934 0.9031934 4979 757088 0.0065765 4497 3080 482 749029
dataset_name-Samusik_seed-42 dgcytof num-3 run0 16 MPP MPP 0.6266366 0.6337900 0.6196429 0.6196429 1120 757088 0.0014794 694 401 426 755567
dataset_name-Samusik_seed-42 dgcytof num-3 run0 17 Macrophages Macrophages 0.6522634 0.5416158 0.8197266 0.8197266 2707 757088 0.0035755 2219 1878 488 752503
dataset_name-Samusik_seed-42 dgcytof num-3 run0 18 NK cells NK cells 0.7943671 0.7384572 0.8594364 0.8594364 3052 757088 0.0040312 2623 929 429 753107
dataset_name-Samusik_seed-42 dgcytof num-3 run0 19 NKT cells NKT cells 0.8730263 0.8813762 0.8648332 0.8648332 7672 757088 0.0101336 6635 893 1037 748523
dataset_name-Samusik_seed-42 dgcytof num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9059946 0.8593952 0.9579372 0.9579372 6942 757088 0.0091693 6650 1088 292 749058
dataset_name-Samusik_seed-42 dgcytof num-3 run0 21 Plasma Cells Plasma Cells 0.8774908 0.8160604 0.9489226 0.9489226 1253 757088 0.0016550 1189 268 64 755567
dataset_name-Samusik_seed-42 dgcytof num-3 run0 22 gd T cells gd T cells 0.5299145 0.4676724 0.6112676 0.6112676 355 757088 0.0004689 217 247 138 756486
dataset_name-Samusik_seed-42 dgcytof num-3 run0 23 mDCs mDCs 0.7156580 0.6711712 0.7664609 0.7664609 972 757088 0.0012839 745 365 227 755751
dataset_name-Samusik_seed-42 dgcytof num-3 run0 24 pDCs pDCs 0.9591172 0.9464161 0.9721638 0.9721638 23782 757088 0.0314125 23120 1309 662 731997
dataset_name-Samusik_seed-42 dgcytof num-3 run0 25 ungated ungated 0.8645006 0.9086538 0.8244396 0.8244396 297550 757088 0.3930190 245312 24661 52238 434877
dataset_name-Samusik_seed-42 dgcytof num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.6084456 0.7062544 0.5344323 0.5344323 3761 758138 0.0049608 2010 836 1751 753541
dataset_name-Samusik_seed-42 dgcytof num-4 run0 2 Basophils Basophils 0.7812100 0.8051643 0.7586398 0.7586398 3617 758138 0.0047709 2744 664 873 753857
dataset_name-Samusik_seed-42 dgcytof num-4 run0 3 CD4 T cells CD4 T cells 0.8210608 0.8155152 0.8266823 0.8266823 5112 758138 0.0067428 4226 956 886 752070
dataset_name-Samusik_seed-42 dgcytof num-4 run0 4 CD8 T cells CD8 T cells 0.9048377 0.8990334 0.9107175 0.9107175 11234 758138 0.0148179 10231 1149 1003 745755
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5 CLP CLP 0.2213740 0.6444444 0.1336406 0.1336406 434 758138 0.0005725 58 32 376 757672
dataset_name-Samusik_seed-42 dgcytof num-4 run0 6 CMP CMP 0.5313249 0.7145488 0.4228883 0.4228883 1835 758138 0.0024204 776 310 1059 755993
dataset_name-Samusik_seed-42 dgcytof num-4 run0 7 Classical Monocytes Classical Monocytes 0.9368067 0.9209578 0.9532107 0.9532107 88204 758138 0.1163429 84077 7216 4127 662718
dataset_name-Samusik_seed-42 dgcytof num-4 run0 8 Eosinophils Eosinophils 0.9371557 0.9192169 0.9558085 0.9558085 48584 758138 0.0640833 46437 4081 2147 705473
dataset_name-Samusik_seed-42 dgcytof num-4 run0 9 GMP GMP 0.7252673 0.6711683 0.7888520 0.7888520 5418 758138 0.0071465 4274 2094 1144 750626
dataset_name-Samusik_seed-42 dgcytof num-4 run0 10 HSC HSC 0.1935484 0.4285714 0.1250000 0.1250000 24 758138 0.0000317 3 4 21 758110
dataset_name-Samusik_seed-42 dgcytof num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9045689 0.9011413 0.9080227 0.9080227 44000 758138 0.0580369 39953 4383 4047 709755
dataset_name-Samusik_seed-42 dgcytof num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9692647 0.9505526 0.9887283 0.9887283 102735 758138 0.1355096 101577 5284 1158 650119
dataset_name-Samusik_seed-42 dgcytof num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8534499 0.8425594 0.8646256 0.8646256 18748 758138 0.0247290 16210 3029 2538 736361
dataset_name-Samusik_seed-42 dgcytof num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9247043 0.9124219 0.9373219 0.9373219 75449 758138 0.0995188 70720 6788 4729 675901
dataset_name-Samusik_seed-42 dgcytof num-4 run0 15 MEP MEP 0.6370388 0.7509728 0.5531218 0.5531218 4885 758138 0.0064434 2702 896 2183 752357
dataset_name-Samusik_seed-42 dgcytof num-4 run0 16 MPP MPP 0.6215539 0.7126437 0.5511111 0.5511111 1125 758138 0.0014839 620 250 505 756763
dataset_name-Samusik_seed-42 dgcytof num-4 run0 17 Macrophages Macrophages 0.2428658 0.6211180 0.1509434 0.1509434 2650 758138 0.0034954 400 244 2250 755244
dataset_name-Samusik_seed-42 dgcytof num-4 run0 18 NK cells NK cells 0.8010645 0.7475939 0.8627732 0.8627732 2791 758138 0.0036814 2408 813 383 754534
dataset_name-Samusik_seed-42 dgcytof num-4 run0 19 NKT cells NKT cells 0.8694602 0.8008008 0.9509972 0.9509972 7571 758138 0.0099863 7200 1791 371 748776
dataset_name-Samusik_seed-42 dgcytof num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9116463 0.8615615 0.9679137 0.9679137 7137 758138 0.0094139 6908 1110 229 749891
dataset_name-Samusik_seed-42 dgcytof num-4 run0 21 Plasma Cells Plasma Cells 0.8186565 0.8552727 0.7850467 0.7850467 1498 758138 0.0019759 1176 199 322 756441
dataset_name-Samusik_seed-42 dgcytof num-4 run0 22 gd T cells gd T cells 0.3836207 0.8640777 0.2465374 0.2465374 361 758138 0.0004762 89 14 272 757763
dataset_name-Samusik_seed-42 dgcytof num-4 run0 23 mDCs mDCs 0.4707602 0.7796610 0.3371728 0.3371728 955 758138 0.0012597 322 91 633 757092
dataset_name-Samusik_seed-42 dgcytof num-4 run0 24 pDCs pDCs 0.9594946 0.9494509 0.9697530 0.9697530 23804 758138 0.0313980 23084 1229 720 733105
dataset_name-Samusik_seed-42 dgcytof num-4 run0 25 ungated ungated 0.8689838 0.8837505 0.8547025 0.8547025 296206 758138 0.3907020 253168 33302 43038 428630
dataset_name-Samusik_seed-42 dgcytof num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.3484378 0.8303748 0.2204766 0.2204766 3819 764362 0.0049963 842 172 2977 760371
dataset_name-Samusik_seed-42 dgcytof num-5 run0 2 Basophils Basophils 0.7780403 0.7862360 0.7700138 0.7700138 3635 764362 0.0047556 2799 761 836 759966
dataset_name-Samusik_seed-42 dgcytof num-5 run0 3 CD4 T cells CD4 T cells 0.7274920 0.8513860 0.6350756 0.6350756 5223 764362 0.0068331 3317 579 1906 758560
dataset_name-Samusik_seed-42 dgcytof num-5 run0 4 CD8 T cells CD8 T cells 0.8935872 0.8518780 0.9395909 0.9395909 11538 764362 0.0150949 10841 1885 697 750939
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5 CLP CLP 0.3279817 0.3317865 0.3242630 0.3242630 441 764362 0.0005770 143 288 298 763633
dataset_name-Samusik_seed-42 dgcytof num-5 run0 6 CMP CMP 0.5396393 0.7248629 0.4298103 0.4298103 1845 764362 0.0024138 793 301 1052 762216
dataset_name-Samusik_seed-42 dgcytof num-5 run0 7 Classical Monocytes Classical Monocytes 0.9272710 0.9363855 0.9183321 0.9183321 89264 764362 0.1167824 81974 5569 7290 669529
dataset_name-Samusik_seed-42 dgcytof num-5 run0 8 Eosinophils Eosinophils 0.9336580 0.9548880 0.9133515 0.9133515 48691 764362 0.0637015 44472 2101 4219 713570
dataset_name-Samusik_seed-42 dgcytof num-5 run0 9 GMP GMP 0.6537368 0.7248367 0.5953394 0.5953394 5407 764362 0.0070739 3219 1222 2188 757733
dataset_name-Samusik_seed-42 dgcytof num-5 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 27 764362 0.0000353 0 1 27 764334
dataset_name-Samusik_seed-42 dgcytof num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8713436 0.9263615 0.8224945 0.8224945 45869 764362 0.0600095 37727 2999 8142 715494
dataset_name-Samusik_seed-42 dgcytof num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9594270 0.9280442 0.9930067 0.9930067 106101 764362 0.1388099 105359 8169 742 650092
dataset_name-Samusik_seed-42 dgcytof num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8566141 0.8672206 0.8462639 0.8462639 18870 764362 0.0246873 15969 2445 2901 743047
dataset_name-Samusik_seed-42 dgcytof num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9311731 0.8991807 0.9655261 0.9655261 74230 764362 0.0971137 71671 8036 2559 682096
dataset_name-Samusik_seed-42 dgcytof num-5 run0 15 MEP MEP 0.7160148 0.7001174 0.7326510 0.7326510 4885 764362 0.0063910 3579 1533 1306 757944
dataset_name-Samusik_seed-42 dgcytof num-5 run0 16 MPP MPP 0.6258065 0.6573088 0.5971856 0.5971856 1137 764362 0.0014875 679 354 458 762871
dataset_name-Samusik_seed-42 dgcytof num-5 run0 17 Macrophages Macrophages 0.6016536 0.6515152 0.5588814 0.5588814 2539 764362 0.0033217 1419 759 1120 761064
dataset_name-Samusik_seed-42 dgcytof num-5 run0 18 NK cells NK cells 0.7267738 0.8481244 0.6358025 0.6358025 2916 764362 0.0038149 1854 332 1062 761114
dataset_name-Samusik_seed-42 dgcytof num-5 run0 19 NKT cells NKT cells 0.8679141 0.9300460 0.8135637 0.8135637 7697 764362 0.0100698 6262 471 1435 756194
dataset_name-Samusik_seed-42 dgcytof num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8867372 0.8441480 0.9338521 0.9338521 7453 764362 0.0097506 6960 1285 493 755624
dataset_name-Samusik_seed-42 dgcytof num-5 run0 21 Plasma Cells Plasma Cells 0.7860504 0.6933594 0.9073482 0.9073482 1565 764362 0.0020475 1420 628 145 762169
dataset_name-Samusik_seed-42 dgcytof num-5 run0 22 gd T cells gd T cells 0.6492147 0.8193833 0.5375723 0.5375723 346 764362 0.0004527 186 41 160 763975
dataset_name-Samusik_seed-42 dgcytof num-5 run0 23 mDCs mDCs 0.5085911 0.7939914 0.3741153 0.3741153 989 764362 0.0012939 370 96 619 763277
dataset_name-Samusik_seed-42 dgcytof num-5 run0 24 pDCs pDCs 0.9523629 0.9666110 0.9385287 0.9385287 24060 764362 0.0314772 22581 780 1479 739522
dataset_name-Samusik_seed-42 dgcytof num-5 run0 25 ungated ungated 0.8585793 0.8538374 0.8633741 0.8633741 295815 764362 0.3870090 255399 43720 40416 424827
dataset_name-Samusik_seed-42 lda num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0131990 0.0477387 0.0076582 0.0076582 2481 574278 0.0043202 19 379 2462 571418
dataset_name-Samusik_seed-42 lda num-1 run0 2 Basophils Basophils 0.6120097 0.4977473 0.7943630 0.7943630 3477 574278 0.0060546 2762 2787 715 568014
dataset_name-Samusik_seed-42 lda num-1 run0 3 CD4 T cells CD4 T cells 0.6522185 0.5124252 0.8968989 0.8968989 4966 574278 0.0086474 4454 4238 512 565074
dataset_name-Samusik_seed-42 lda num-1 run0 4 CD8 T cells CD8 T cells 0.7941870 0.7325425 0.8671597 0.8671597 10682 574278 0.0186007 9263 3382 1419 560214
dataset_name-Samusik_seed-42 lda num-1 run0 5 CLP CLP 0.1009174 0.0598151 0.3225806 0.3225806 341 574278 0.0005938 110 1729 231 572208
dataset_name-Samusik_seed-42 lda num-1 run0 6 CMP CMP 0.2067562 0.1460190 0.3540070 0.3540070 1435 574278 0.0024988 508 2971 927 569872
dataset_name-Samusik_seed-42 lda num-1 run0 7 Classical Monocytes Classical Monocytes 0.6102358 0.6062087 0.6143168 0.6143168 53308 574278 0.0928261 32748 21273 20560 499697
dataset_name-Samusik_seed-42 lda num-1 run0 8 Eosinophils Eosinophils 0.8314944 0.8473954 0.8161792 0.8161792 40719 574278 0.0709047 33234 5985 7485 527574
dataset_name-Samusik_seed-42 lda num-1 run0 9 GMP GMP 0.4359525 0.3365374 0.6187284 0.6187284 4923 574278 0.0085725 3046 6005 1877 563350
dataset_name-Samusik_seed-42 lda num-1 run0 10 HSC HSC 0.0222222 0.0121457 0.1304348 0.1304348 23 574278 0.0000401 3 244 20 574011
dataset_name-Samusik_seed-42 lda num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4138583 0.4794407 0.3640590 0.3640590 17423 574278 0.0303390 6343 6887 11080 549968
dataset_name-Samusik_seed-42 lda num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9451103 0.9324058 0.9581659 0.9581659 87847 574278 0.1529695 84172 6102 3675 480329
dataset_name-Samusik_seed-42 lda num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1391971 0.2502200 0.0964169 0.0964169 8847 574278 0.0154054 853 2556 7994 562875
dataset_name-Samusik_seed-42 lda num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7927286 0.7177499 0.8851999 0.8851999 59486 574278 0.1035840 52657 20707 6829 494085
dataset_name-Samusik_seed-42 lda num-1 run0 15 MEP MEP 0.4473095 0.3543731 0.6063206 0.6063206 4778 574278 0.0083200 2897 5278 1881 564222
dataset_name-Samusik_seed-42 lda num-1 run0 16 MPP MPP 0.1731343 0.1076528 0.4419695 0.4419695 853 574278 0.0014853 377 3125 476 570300
dataset_name-Samusik_seed-42 lda num-1 run0 17 Macrophages Macrophages 0.5406068 0.4376085 0.7070140 0.7070140 2495 574278 0.0043446 1764 2267 731 569516
dataset_name-Samusik_seed-42 lda num-1 run0 18 NK cells NK cells 0.4605515 0.3188387 0.8290245 0.8290245 2901 574278 0.0050516 2405 5138 496 566239
dataset_name-Samusik_seed-42 lda num-1 run0 19 NKT cells NKT cells 0.5975401 0.4898729 0.7658670 0.7658670 7295 574278 0.0127029 5587 5818 1708 561165
dataset_name-Samusik_seed-42 lda num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7933602 0.7295226 0.8694415 0.8694415 6679 574278 0.0116303 5807 2153 872 565446
dataset_name-Samusik_seed-42 lda num-1 run0 21 Plasma Cells Plasma Cells 0.8975781 0.8291105 0.9783715 0.9783715 1572 574278 0.0027374 1538 317 34 572389
dataset_name-Samusik_seed-42 lda num-1 run0 22 gd T cells gd T cells 0.3351469 0.2060201 0.8979592 0.8979592 343 574278 0.0005973 308 1187 35 572748
dataset_name-Samusik_seed-42 lda num-1 run0 23 mDCs mDCs 0.5921514 0.4485138 0.8711340 0.8711340 970 574278 0.0016891 845 1039 125 572269
dataset_name-Samusik_seed-42 lda num-1 run0 24 pDCs pDCs 0.8561843 0.9248353 0.7970211 0.7970211 22894 574278 0.0398657 18247 1483 4647 549901
dataset_name-Samusik_seed-42 lda num-1 run0 25 ungated ungated 0.6229535 0.6819966 0.5733190 0.5733190 227540 574278 0.3962193 130453 60828 97087 285910
dataset_name-Samusik_seed-42 lda num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0258752 0.0402844 0.0190583 0.0190583 1784 538304 0.0033141 34 810 1750 535710
dataset_name-Samusik_seed-42 lda num-2 run0 2 Basophils Basophils 0.5379589 0.5447385 0.5313460 0.5313460 3254 538304 0.0060449 1729 1445 1525 533605
dataset_name-Samusik_seed-42 lda num-2 run0 3 CD4 T cells CD4 T cells 0.6473312 0.5264966 0.8401518 0.8401518 4742 538304 0.0088091 3984 3583 758 529979
dataset_name-Samusik_seed-42 lda num-2 run0 4 CD8 T cells CD8 T cells 0.7569530 0.7454275 0.7688404 0.7688404 10443 538304 0.0193998 8029 2742 2414 525119
dataset_name-Samusik_seed-42 lda num-2 run0 5 CLP CLP 0.0660823 0.0425347 0.1480363 0.1480363 331 538304 0.0006149 49 1103 282 536870
dataset_name-Samusik_seed-42 lda num-2 run0 6 CMP CMP 0.1521989 0.1454678 0.1595830 0.1595830 1247 538304 0.0023165 199 1169 1048 535888
dataset_name-Samusik_seed-42 lda num-2 run0 7 Classical Monocytes Classical Monocytes 0.3754071 0.5685711 0.2802098 0.2802098 52243 538304 0.0970511 14639 11108 37604 474953
dataset_name-Samusik_seed-42 lda num-2 run0 8 Eosinophils Eosinophils 0.8275062 0.8280027 0.8270103 0.8270103 38378 538304 0.0712943 31739 6593 6639 493333
dataset_name-Samusik_seed-42 lda num-2 run0 9 GMP GMP 0.2784735 0.3466964 0.2326856 0.2326856 4014 538304 0.0074568 934 1760 3080 532530
dataset_name-Samusik_seed-42 lda num-2 run0 10 HSC HSC 0.0246914 0.0147059 0.0769231 0.0769231 26 538304 0.0000483 2 134 24 538144
dataset_name-Samusik_seed-42 lda num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4915638 0.4465116 0.5467277 0.5467277 10711 538304 0.0198977 5856 7259 4855 520334
dataset_name-Samusik_seed-42 lda num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9425155 0.9390445 0.9460124 0.9460124 85038 538304 0.1579739 80447 5222 4591 448044
dataset_name-Samusik_seed-42 lda num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1307118 0.2770062 0.0855373 0.0855373 4197 538304 0.0077967 359 937 3838 533170
dataset_name-Samusik_seed-42 lda num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.6351969 0.7458293 0.5531461 0.5531461 53908 538304 0.1001442 29819 10162 24089 474234
dataset_name-Samusik_seed-42 lda num-2 run0 15 MEP MEP 0.4315507 0.4069315 0.4593407 0.4593407 4550 538304 0.0084525 2090 3046 2460 530708
dataset_name-Samusik_seed-42 lda num-2 run0 16 MPP MPP 0.1525862 0.0919719 0.4475348 0.4475348 791 538304 0.0014694 354 3495 437 534018
dataset_name-Samusik_seed-42 lda num-2 run0 17 Macrophages Macrophages 0.5698876 0.4414017 0.8038884 0.8038884 2366 538304 0.0043953 1902 2407 464 533531
dataset_name-Samusik_seed-42 lda num-2 run0 18 NK cells NK cells 0.4332404 0.3119679 0.7087591 0.7087591 2740 538304 0.0050901 1942 4283 798 531281
dataset_name-Samusik_seed-42 lda num-2 run0 19 NKT cells NKT cells 0.5914707 0.4953271 0.7339268 0.7339268 7077 538304 0.0131468 5194 5292 1883 525935
dataset_name-Samusik_seed-42 lda num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7676538 0.7051077 0.8423761 0.8423761 6801 538304 0.0126341 5729 2396 1072 529107
dataset_name-Samusik_seed-42 lda num-2 run0 21 Plasma Cells Plasma Cells 0.8817811 0.8510896 0.9147690 0.9147690 1537 538304 0.0028553 1406 246 131 536521
dataset_name-Samusik_seed-42 lda num-2 run0 22 gd T cells gd T cells 0.3546548 0.2248996 0.8383234 0.8383234 334 538304 0.0006205 280 965 54 537005
dataset_name-Samusik_seed-42 lda num-2 run0 23 mDCs mDCs 0.6252033 0.5164540 0.7919670 0.7919670 971 538304 0.0018038 769 720 202 536613
dataset_name-Samusik_seed-42 lda num-2 run0 24 pDCs pDCs 0.8411980 0.9308397 0.7673050 0.7673050 22768 538304 0.0422958 17470 1298 5298 514238
dataset_name-Samusik_seed-42 lda num-2 run0 25 ungated ungated 0.6524102 0.6163255 0.6929829 0.6929829 218053 538304 0.4050741 151107 94067 66946 226184
dataset_name-Samusik_seed-42 lda num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0264286 0.0471338 0.0183623 0.0183623 2015 529381 0.0038063 37 748 1978 526618
dataset_name-Samusik_seed-42 lda num-3 run0 2 Basophils Basophils 0.6115352 0.4887307 0.8167658 0.8167658 3531 529381 0.0066701 2884 3017 647 522833
dataset_name-Samusik_seed-42 lda num-3 run0 3 CD4 T cells CD4 T cells 0.6493683 0.5181697 0.8695300 0.8695300 4936 529381 0.0093241 4292 3991 644 520454
dataset_name-Samusik_seed-42 lda num-3 run0 4 CD8 T cells CD8 T cells 0.7946207 0.7162528 0.8922445 0.8922445 10960 529381 0.0207034 9779 3874 1181 514547
dataset_name-Samusik_seed-42 lda num-3 run0 5 CLP CLP 0.0786298 0.0450491 0.3088685 0.3088685 327 529381 0.0006177 101 2141 226 526913
dataset_name-Samusik_seed-42 lda num-3 run0 6 CMP CMP 0.1791701 0.1452763 0.2336918 0.2336918 1395 529381 0.0026352 326 1918 1069 526068
dataset_name-Samusik_seed-42 lda num-3 run0 7 Classical Monocytes Classical Monocytes 0.5231060 0.6221222 0.4512808 0.4512808 39820 529381 0.0752199 17970 10915 21850 478646
dataset_name-Samusik_seed-42 lda num-3 run0 8 Eosinophils Eosinophils 0.8280693 0.8412491 0.8152961 0.8152961 42560 529381 0.0803958 34699 6548 7861 480273
dataset_name-Samusik_seed-42 lda num-3 run0 9 GMP GMP 0.3921442 0.3088086 0.5370821 0.5370821 4517 529381 0.0085326 2426 5430 2091 519434
dataset_name-Samusik_seed-42 lda num-3 run0 10 HSC HSC 0.0168067 0.0093458 0.0833333 0.0833333 24 529381 0.0000453 2 212 22 529145
dataset_name-Samusik_seed-42 lda num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.3132036 0.5480303 0.2192547 0.2192547 12880 529381 0.0243303 2824 2329 10056 514172
dataset_name-Samusik_seed-42 lda num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9557961 0.9320904 0.9807391 0.9807391 84264 529381 0.1591746 82641 6021 1623 439096
dataset_name-Samusik_seed-42 lda num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1919690 0.2283201 0.1656032 0.1656032 6582 529381 0.0124334 1090 3684 5492 519115
dataset_name-Samusik_seed-42 lda num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7883594 0.7152614 0.8780990 0.8780990 52477 529381 0.0991290 46080 18344 6397 458560
dataset_name-Samusik_seed-42 lda num-3 run0 15 MEP MEP 0.4425730 0.3597132 0.5750313 0.5750313 4798 529381 0.0090634 2759 4911 2039 519672
dataset_name-Samusik_seed-42 lda num-3 run0 16 MPP MPP 0.1450597 0.0888534 0.3947991 0.3947991 846 529381 0.0015981 334 3425 512 525110
dataset_name-Samusik_seed-42 lda num-3 run0 17 Macrophages Macrophages 0.5863289 0.4201832 0.9697999 0.9697999 2649 529381 0.0050040 2569 3545 80 523187
dataset_name-Samusik_seed-42 lda num-3 run0 18 NK cells NK cells 0.4445938 0.3071106 0.8049374 0.8049374 2876 529381 0.0054328 2315 5223 561 521282
dataset_name-Samusik_seed-42 lda num-3 run0 19 NKT cells NKT cells 0.6009906 0.5035507 0.7451890 0.7451890 7327 529381 0.0138407 5460 5383 1867 516671
dataset_name-Samusik_seed-42 lda num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7768634 0.7607314 0.7936944 0.7936944 6185 529381 0.0116835 4909 1544 1276 521652
dataset_name-Samusik_seed-42 lda num-3 run0 21 Plasma Cells Plasma Cells 0.8988095 0.8365651 0.9710611 0.9710611 1244 529381 0.0023499 1208 236 36 527901
dataset_name-Samusik_seed-42 lda num-3 run0 22 gd T cells gd T cells 0.3956229 0.2771226 0.6911765 0.6911765 340 529381 0.0006423 235 613 105 528428
dataset_name-Samusik_seed-42 lda num-3 run0 23 mDCs mDCs 0.6163575 0.5104749 0.7776596 0.7776596 940 529381 0.0017757 731 701 209 527740
dataset_name-Samusik_seed-42 lda num-3 run0 24 pDCs pDCs 0.8293791 0.9330289 0.7464556 0.7464556 22994 529381 0.0434356 17164 1232 5830 505155
dataset_name-Samusik_seed-42 lda num-3 run0 25 ungated ungated 0.6433679 0.6810680 0.6096226 0.6096226 212894 529381 0.4021565 129785 60776 83109 255711
dataset_name-Samusik_seed-42 lda num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0162933 0.0449438 0.0099502 0.0099502 1608 507040 0.0031713 16 340 1592 505092
dataset_name-Samusik_seed-42 lda num-4 run0 2 Basophils Basophils 0.5822002 0.5073244 0.6830046 0.6830046 3448 507040 0.0068003 2355 2287 1093 501305
dataset_name-Samusik_seed-42 lda num-4 run0 3 CD4 T cells CD4 T cells 0.6494499 0.5273695 0.8450761 0.8450761 4925 507040 0.0097132 4162 3730 763 498385
dataset_name-Samusik_seed-42 lda num-4 run0 4 CD8 T cells CD8 T cells 0.7813895 0.7259427 0.8460066 0.8460066 10968 507040 0.0216314 9279 3503 1689 492569
dataset_name-Samusik_seed-42 lda num-4 run0 5 CLP CLP 0.0956522 0.0567010 0.3055556 0.3055556 324 507040 0.0006390 99 1647 225 505069
dataset_name-Samusik_seed-42 lda num-4 run0 6 CMP CMP 0.1927835 0.1468971 0.2803598 0.2803598 1334 507040 0.0026310 374 2172 960 503534
dataset_name-Samusik_seed-42 lda num-4 run0 7 Classical Monocytes Classical Monocytes 0.5470521 0.6092146 0.4964008 0.4964008 41954 507040 0.0827430 20826 13359 21128 451727
dataset_name-Samusik_seed-42 lda num-4 run0 8 Eosinophils Eosinophils 0.8312166 0.8362892 0.8262052 0.8262052 41549 507040 0.0819442 34328 6720 7221 458771
dataset_name-Samusik_seed-42 lda num-4 run0 9 GMP GMP 0.4149735 0.3598334 0.4900709 0.4900709 4230 507040 0.0083425 2073 3688 2157 499122
dataset_name-Samusik_seed-42 lda num-4 run0 10 HSC HSC 0.0158311 0.0084270 0.1304348 0.1304348 23 507040 0.0000454 3 353 20 506664
dataset_name-Samusik_seed-42 lda num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4474796 0.4837129 0.4162963 0.4162963 8775 507040 0.0173063 3653 3899 5122 494366
dataset_name-Samusik_seed-42 lda num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9500739 0.9424348 0.9578379 0.9578379 79479 507040 0.1567509 76128 4650 3351 422911
dataset_name-Samusik_seed-42 lda num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1652248 0.2547071 0.1222696 0.1222696 3983 507040 0.0078554 487 1425 3496 501632
dataset_name-Samusik_seed-42 lda num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7200777 0.7192748 0.7208823 0.7208823 51455 507040 0.1014811 37093 14477 14362 441108
dataset_name-Samusik_seed-42 lda num-4 run0 15 MEP MEP 0.4578685 0.3925960 0.5491732 0.5491732 4596 507040 0.0090644 2524 3905 2072 498539
dataset_name-Samusik_seed-42 lda num-4 run0 16 MPP MPP 0.1479895 0.0912827 0.3907035 0.3907035 796 507040 0.0015699 311 3096 485 503148
dataset_name-Samusik_seed-42 lda num-4 run0 17 Macrophages Macrophages 0.5859807 0.4300547 0.9192897 0.9192897 2478 507040 0.0048872 2278 3019 200 501543
dataset_name-Samusik_seed-42 lda num-4 run0 18 NK cells NK cells 0.4369730 0.3033491 0.7809996 0.7809996 2621 507040 0.0051692 2047 4701 574 499718
dataset_name-Samusik_seed-42 lda num-4 run0 19 NKT cells NKT cells 0.5935072 0.4826870 0.7703786 0.7703786 7238 507040 0.0142750 5576 5976 1662 493826
dataset_name-Samusik_seed-42 lda num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7754398 0.7334900 0.8224791 0.8224791 6833 507040 0.0134763 5620 2042 1213 498165
dataset_name-Samusik_seed-42 lda num-4 run0 21 Plasma Cells Plasma Cells 0.8911628 0.8315972 0.9599198 0.9599198 1497 507040 0.0029524 1437 291 60 505252
dataset_name-Samusik_seed-42 lda num-4 run0 22 gd T cells gd T cells 0.3365222 0.2095305 0.8542857 0.8542857 350 507040 0.0006903 299 1128 51 505562
dataset_name-Samusik_seed-42 lda num-4 run0 23 mDCs mDCs 0.6153235 0.4908170 0.8244681 0.8244681 940 507040 0.0018539 775 804 165 505296
dataset_name-Samusik_seed-42 lda num-4 run0 24 pDCs pDCs 0.8424948 0.9294389 0.7704257 0.7704257 23047 507040 0.0454540 17756 1348 5291 482645
dataset_name-Samusik_seed-42 lda num-4 run0 25 ungated ungated 0.6445846 0.6677920 0.6229361 0.6229361 202589 507040 0.3995523 126200 62781 76389 241670
dataset_name-Samusik_seed-42 lda num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0319338 0.0554415 0.0224252 0.0224252 2408 550251 0.0043762 54 920 2354 546923
dataset_name-Samusik_seed-42 lda num-5 run0 2 Basophils Basophils 0.5431665 0.5425314 0.5438031 0.5438031 3413 550251 0.0062026 1856 1565 1557 545273
dataset_name-Samusik_seed-42 lda num-5 run0 3 CD4 T cells CD4 T cells 0.6501793 0.5169886 0.8758131 0.8758131 5073 550251 0.0092194 4443 4151 630 541027
dataset_name-Samusik_seed-42 lda num-5 run0 4 CD8 T cells CD8 T cells 0.7828825 0.7323671 0.8408828 0.8408828 11237 550251 0.0204216 9449 3453 1788 535561
dataset_name-Samusik_seed-42 lda num-5 run0 5 CLP CLP 0.0833333 0.0503145 0.2424242 0.2424242 330 550251 0.0005997 80 1510 250 548411
dataset_name-Samusik_seed-42 lda num-5 run0 6 CMP CMP 0.2118492 0.1620137 0.3059637 0.3059637 1157 550251 0.0021027 354 1831 803 547263
dataset_name-Samusik_seed-42 lda num-5 run0 7 Classical Monocytes Classical Monocytes 0.5901175 0.5870323 0.5932354 0.5932354 42870 550251 0.0779099 25432 17891 17438 489490
dataset_name-Samusik_seed-42 lda num-5 run0 8 Eosinophils Eosinophils 0.8400685 0.8409776 0.8391613 0.8391613 41209 550251 0.0748913 34581 6539 6628 502503
dataset_name-Samusik_seed-42 lda num-5 run0 9 GMP GMP 0.3806023 0.4118727 0.3537451 0.3537451 3805 550251 0.0069150 1346 1922 2459 544524
dataset_name-Samusik_seed-42 lda num-5 run0 10 HSC HSC NA NA 0.0000000 0.0000000 27 550251 0.0000491 0 0 27 550224
dataset_name-Samusik_seed-42 lda num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4326040 0.4641375 0.4050826 0.4050826 17668 550251 0.0321090 7157 8263 10511 524320
dataset_name-Samusik_seed-42 lda num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9363225 0.9372967 0.9353503 0.9353503 88121 550251 0.1601469 82424 5514 5697 456616
dataset_name-Samusik_seed-42 lda num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1283593 0.2595971 0.0852578 0.0852578 8011 550251 0.0145588 683 1948 7328 540292
dataset_name-Samusik_seed-42 lda num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7646737 0.7227252 0.8117918 0.8117918 53393 550251 0.0970339 43344 16629 10049 480229
dataset_name-Samusik_seed-42 lda num-5 run0 15 MEP MEP 0.4411930 0.3922615 0.5040720 0.5040720 4666 550251 0.0084798 2352 3644 2314 541941
dataset_name-Samusik_seed-42 lda num-5 run0 16 MPP MPP 0.1988274 0.1226415 0.5248991 0.5248991 743 550251 0.0013503 390 2790 353 546718
dataset_name-Samusik_seed-42 lda num-5 run0 17 Macrophages Macrophages 0.5734404 0.4302620 0.8594344 0.8594344 2369 550251 0.0043053 2036 2696 333 545186
dataset_name-Samusik_seed-42 lda num-5 run0 18 NK cells NK cells 0.4469131 0.3159644 0.7632251 0.7632251 2741 550251 0.0049814 2092 4529 649 542981
dataset_name-Samusik_seed-42 lda num-5 run0 19 NKT cells NKT cells 0.5940669 0.4912140 0.7513986 0.7513986 7329 550251 0.0133194 5507 5704 1822 537218
dataset_name-Samusik_seed-42 lda num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7826691 0.7032917 0.8822441 0.8822441 7023 550251 0.0127633 6196 2614 827 540614
dataset_name-Samusik_seed-42 lda num-5 run0 21 Plasma Cells Plasma Cells 0.8801205 0.8324786 0.9335463 0.9335463 1565 550251 0.0028442 1461 294 104 548392
dataset_name-Samusik_seed-42 lda num-5 run0 22 gd T cells gd T cells 0.3545673 0.2226415 0.8702065 0.8702065 339 550251 0.0006161 295 1030 44 548882
dataset_name-Samusik_seed-42 lda num-5 run0 23 mDCs mDCs 0.6262295 0.5186694 0.7900724 0.7900724 967 550251 0.0017574 764 709 203 548575
dataset_name-Samusik_seed-42 lda num-5 run0 24 pDCs pDCs 0.8742373 0.9210700 0.8319367 0.8319367 23509 550251 0.0427241 19558 1676 3951 525066
dataset_name-Samusik_seed-42 lda num-5 run0 25 ungated ungated 0.6481456 0.6799801 0.6191585 0.6191585 220278 550251 0.4003228 136387 64188 83891 265785
dataset_name-Samusik_seed-42 random num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0082635 0.0046614 0.0363636 0.0363636 3795 755903 0.0050205 138 29467 3657 722641
dataset_name-Samusik_seed-42 random num-1 run0 2 Basophils Basophils 0.0086391 0.0048366 0.0404040 0.0404040 3663 755903 0.0048459 148 30452 3515 721788
dataset_name-Samusik_seed-42 random num-1 run0 3 CD4 T cells CD4 T cells 0.0098879 0.0057656 0.0346935 0.0346935 5073 755903 0.0067112 176 30350 4897 720480
dataset_name-Samusik_seed-42 random num-1 run0 4 CD8 T cells CD8 T cells 0.0206512 0.0140134 0.0392372 0.0392372 10959 755903 0.0144979 430 30255 10529 714689
dataset_name-Samusik_seed-42 random num-1 run0 5 CLP CLP 0.0009949 0.0005047 0.0345622 0.0345622 434 755903 0.0005741 15 29704 419 725765
dataset_name-Samusik_seed-42 random num-1 run0 6 CMP CMP 0.0053182 0.0028241 0.0455032 0.0455032 1868 755903 0.0024712 85 30013 1783 724022
dataset_name-Samusik_seed-42 random num-1 run0 7 Classical Monocytes Classical Monocytes 0.0605150 0.1217412 0.0402650 0.0402650 90575 755903 0.1198236 3647 26310 86928 639018
dataset_name-Samusik_seed-42 random num-1 run0 8 Eosinophils Eosinophils 0.0470744 0.0606718 0.0384558 0.0384558 47249 755903 0.0625067 1817 28131 45432 680523
dataset_name-Samusik_seed-42 random num-1 run0 9 GMP GMP 0.0119682 0.0070798 0.0386662 0.0386662 5638 755903 0.0074586 218 30574 5420 719691
dataset_name-Samusik_seed-42 random num-1 run0 10 HSC HSC 0.0000659 0.0000330 0.0384615 0.0384615 26 755903 0.0000344 1 30336 25 725541
dataset_name-Samusik_seed-42 random num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0465986 0.0564506 0.0396745 0.0396745 43630 755903 0.0577190 1731 28933 41899 683340
dataset_name-Samusik_seed-42 random num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0615889 0.1350094 0.0398939 0.0398939 102572 755903 0.1356947 4092 26217 98480 627114
dataset_name-Samusik_seed-42 random num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0293172 0.0233555 0.0393658 0.0393658 18417 755903 0.0243642 725 30317 17692 707169
dataset_name-Samusik_seed-42 random num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0570820 0.1017208 0.0396724 0.0396724 75695 755903 0.1001385 3003 26519 72692 653689
dataset_name-Samusik_seed-42 random num-1 run0 15 MEP MEP 0.0111136 0.0064479 0.0402091 0.0402091 4974 755903 0.0065802 200 30818 4774 720111
dataset_name-Samusik_seed-42 random num-1 run0 16 MPP MPP 0.0029207 0.0015155 0.0401427 0.0401427 1121 755903 0.0014830 45 29649 1076 725133
dataset_name-Samusik_seed-42 random num-1 run0 17 Macrophages Macrophages 0.0063207 0.0034356 0.0394388 0.0394388 2637 755903 0.0034885 104 30167 2533 723099
dataset_name-Samusik_seed-42 random num-1 run0 18 NK cells NK cells 0.0075817 0.0041812 0.0406108 0.0406108 3078 755903 0.0040720 125 29771 2953 723054
dataset_name-Samusik_seed-42 random num-1 run0 19 NKT cells NKT cells 0.0167502 0.0105015 0.0413613 0.0413613 7640 755903 0.0101071 316 29775 7324 718488
dataset_name-Samusik_seed-42 random num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0143097 0.0088216 0.0378692 0.0378692 7077 755903 0.0093623 268 30112 6809 718714
dataset_name-Samusik_seed-42 random num-1 run0 21 Plasma Cells Plasma Cells 0.0032507 0.0017095 0.0330159 0.0330159 1575 755903 0.0020836 52 30366 1523 723962
dataset_name-Samusik_seed-42 random num-1 run0 22 gd T cells gd T cells 0.0007363 0.0003725 0.0315186 0.0315186 349 755903 0.0004617 11 29520 338 726034
dataset_name-Samusik_seed-42 random num-1 run0 23 mDCs mDCs 0.0026217 0.0013533 0.0418367 0.0418367 980 755903 0.0012965 41 30256 939 724667
dataset_name-Samusik_seed-42 random num-1 run0 24 pDCs pDCs 0.0363871 0.0322191 0.0417937 0.0417937 23616 755903 0.0312421 987 29647 22629 702640
dataset_name-Samusik_seed-42 random num-1 run0 25 ungated ungated 0.0720760 0.3898691 0.0397085 0.0397085 293262 755903 0.3879625 11645 18224 281617 444417
dataset_name-Samusik_seed-42 random num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085563 0.0048126 0.0385228 0.0385228 3764 760931 0.0049466 145 29984 3619 727183
dataset_name-Samusik_seed-42 random num-2 run0 2 Basophils Basophils 0.0083311 0.0046499 0.0399886 0.0399886 3501 760931 0.0046009 140 29968 3361 727462
dataset_name-Samusik_seed-42 random num-2 run0 3 CD4 T cells CD4 T cells 0.0111123 0.0064316 0.0408205 0.0408205 4924 760931 0.0064710 201 31051 4723 724956
dataset_name-Samusik_seed-42 random num-2 run0 4 CD8 T cells CD8 T cells 0.0200153 0.0135231 0.0384969 0.0384969 10884 760931 0.0143035 419 30565 10465 719482
dataset_name-Samusik_seed-42 random num-2 run0 5 CLP CLP 0.0011870 0.0006024 0.0403587 0.0403587 446 760931 0.0005861 18 29864 428 730621
dataset_name-Samusik_seed-42 random num-2 run0 6 CMP CMP 0.0051930 0.0027506 0.0463576 0.0463576 1812 760931 0.0023813 84 30455 1728 728664
dataset_name-Samusik_seed-42 random num-2 run0 7 Classical Monocytes Classical Monocytes 0.0605437 0.1184164 0.0406683 0.0406683 89726 760931 0.1179161 3649 27166 86077 644039
dataset_name-Samusik_seed-42 random num-2 run0 8 Eosinophils Eosinophils 0.0481047 0.0606434 0.0398627 0.0398627 45732 760931 0.0601001 1823 28238 43909 686961
dataset_name-Samusik_seed-42 random num-2 run0 9 GMP GMP 0.0128721 0.0075469 0.0437241 0.0437241 5306 760931 0.0069730 232 30509 5074 725116
dataset_name-Samusik_seed-42 random num-2 run0 10 HSC HSC 0.0000668 0.0000334 0.0384615 0.0384615 26 760931 0.0000342 1 29919 25 730986
dataset_name-Samusik_seed-42 random num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0473758 0.0592528 0.0394651 0.0394651 44647 760931 0.0586742 1762 27975 42885 688309
dataset_name-Samusik_seed-42 random num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0628558 0.1387530 0.0406309 0.0406309 105437 760931 0.1385632 4284 26591 101153 628903
dataset_name-Samusik_seed-42 random num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0335026 0.0271461 0.0437461 0.0437461 19156 760931 0.0251744 838 30032 18318 711743
dataset_name-Samusik_seed-42 random num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0570815 0.0983197 0.0402144 0.0402144 75371 760931 0.0990510 3031 27797 72340 657763
dataset_name-Samusik_seed-42 random num-2 run0 15 MEP MEP 0.0108339 0.0062731 0.0396908 0.0396908 4787 760931 0.0062910 190 30098 4597 726046
dataset_name-Samusik_seed-42 random num-2 run0 16 MPP MPP 0.0032291 0.0016728 0.0463636 0.0463636 1100 760931 0.0014456 51 30437 1049 729394
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 0.0054394 0.0029456 0.0354665 0.0354665 2594 760931 0.0034090 92 31141 2502 727196
dataset_name-Samusik_seed-42 random num-2 run0 18 NK cells NK cells 0.0068418 0.0037549 0.0384615 0.0384615 2912 760931 0.0038269 112 29716 2800 728303
dataset_name-Samusik_seed-42 random num-2 run0 19 NKT cells NKT cells 0.0151308 0.0094383 0.0381255 0.0381255 7554 760931 0.0099273 288 30226 7266 723151
dataset_name-Samusik_seed-42 random num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0147641 0.0091092 0.0389336 0.0389336 7089 760931 0.0093162 276 30023 6813 723819
dataset_name-Samusik_seed-42 random num-2 run0 21 Plasma Cells Plasma Cells 0.0033902 0.0017832 0.0343042 0.0343042 1545 760931 0.0020304 53 29669 1492 729717
dataset_name-Samusik_seed-42 random num-2 run0 22 gd T cells gd T cells 0.0012924 0.0006535 0.0576369 0.0576369 347 760931 0.0004560 20 30584 327 730000
dataset_name-Samusik_seed-42 random num-2 run0 23 mDCs mDCs 0.0027970 0.0014439 0.0444894 0.0444894 989 760931 0.0012997 44 30429 945 729513
dataset_name-Samusik_seed-42 random num-2 run0 24 pDCs pDCs 0.0356075 0.0315452 0.0408708 0.0408708 23611 760931 0.0310291 965 29626 22646 707694
dataset_name-Samusik_seed-42 random num-2 run0 25 ungated ungated 0.0721064 0.3920066 0.0397049 0.0397049 297671 760931 0.3911932 11819 18331 285852 444929
dataset_name-Samusik_seed-42 random num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085323 0.0048144 0.0374647 0.0374647 3897 757088 0.0051474 146 30180 3751 723011
dataset_name-Samusik_seed-42 random num-3 run0 2 Basophils Basophils 0.0075274 0.0042190 0.0348743 0.0348743 3699 757088 0.0048858 129 30447 3570 722942
dataset_name-Samusik_seed-42 random num-3 run0 3 CD4 T cells CD4 T cells 0.0122316 0.0071132 0.0436156 0.0436156 5067 757088 0.0066927 221 30848 4846 721173
dataset_name-Samusik_seed-42 random num-3 run0 4 CD8 T cells CD8 T cells 0.0213406 0.0145432 0.0400681 0.0400681 11156 757088 0.0147354 447 30289 10709 715643
dataset_name-Samusik_seed-42 random num-3 run0 5 CLP CLP 0.0008503 0.0004312 0.0303738 0.0303738 428 757088 0.0005653 13 30135 415 726525
dataset_name-Samusik_seed-42 random num-3 run0 6 CMP CMP 0.0043733 0.0023162 0.0390879 0.0390879 1842 757088 0.0024330 72 31013 1770 724233
dataset_name-Samusik_seed-42 random num-3 run0 7 Classical Monocytes Classical Monocytes 0.0599493 0.1154823 0.0404822 0.0404822 87594 757088 0.1156986 3546 27160 84048 642334
dataset_name-Samusik_seed-42 random num-3 run0 8 Eosinophils Eosinophils 0.0507071 0.0661506 0.0411096 0.0411096 48845 757088 0.0645169 2008 28347 46837 679896
dataset_name-Samusik_seed-42 random num-3 run0 9 GMP GMP 0.0125267 0.0074000 0.0407753 0.0407753 5469 757088 0.0072237 223 29912 5246 721707
dataset_name-Samusik_seed-42 random num-3 run0 10 HSC HSC 0.0000671 0.0000336 0.0357143 0.0357143 28 757088 0.0000370 1 29775 27 727285
dataset_name-Samusik_seed-42 random num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0493988 0.0620876 0.0410163 0.0410163 45421 757088 0.0599943 1863 28143 43558 683524
dataset_name-Samusik_seed-42 random num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0602248 0.1319019 0.0390205 0.0390205 99973 757088 0.1320494 3901 25674 96072 631441
dataset_name-Samusik_seed-42 random num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0320099 0.0262059 0.0411162 0.0411162 19530 757088 0.0257962 803 29839 18727 707719
dataset_name-Samusik_seed-42 random num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0567228 0.0983047 0.0398617 0.0398617 73755 757088 0.0974193 2940 26967 70815 656366
dataset_name-Samusik_seed-42 random num-3 run0 15 MEP MEP 0.0117807 0.0068793 0.0409721 0.0409721 4979 757088 0.0065765 204 29450 4775 722659
dataset_name-Samusik_seed-42 random num-3 run0 16 MPP MPP 0.0027347 0.0014178 0.0383929 0.0383929 1120 757088 0.0014794 43 30285 1077 725683
dataset_name-Samusik_seed-42 random num-3 run0 17 Macrophages Macrophages 0.0062728 0.0034152 0.0384189 0.0384189 2707 757088 0.0035755 104 30348 2603 724033
dataset_name-Samusik_seed-42 random num-3 run0 18 NK cells NK cells 0.0070476 0.0038874 0.0376802 0.0376802 3052 757088 0.0040312 115 29468 2937 724568
dataset_name-Samusik_seed-42 random num-3 run0 19 NKT cells NKT cells 0.0160643 0.0100575 0.0398853 0.0398853 7672 757088 0.0101336 306 30119 7366 719297
dataset_name-Samusik_seed-42 random num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0156786 0.0096126 0.0424950 0.0424950 6942 757088 0.0091693 295 30394 6647 719752
dataset_name-Samusik_seed-42 random num-3 run0 21 Plasma Cells Plasma Cells 0.0027560 0.0014356 0.0343176 0.0343176 1253 757088 0.0016550 43 29909 1210 725926
dataset_name-Samusik_seed-42 random num-3 run0 22 gd T cells gd T cells 0.0010407 0.0005264 0.0450704 0.0450704 355 757088 0.0004689 16 30377 339 726356
dataset_name-Samusik_seed-42 random num-3 run0 23 mDCs mDCs 0.0033213 0.0017149 0.0524691 0.0524691 972 757088 0.0012839 51 29688 921 726428
dataset_name-Samusik_seed-42 random num-3 run0 24 pDCs pDCs 0.0357045 0.0316220 0.0409974 0.0409974 23782 757088 0.0314125 975 29858 22807 703448
dataset_name-Samusik_seed-42 random num-3 run0 25 ungated ungated 0.0719345 0.3927262 0.0395933 0.0395933 297550 757088 0.3930190 11781 18217 285769 441321
dataset_name-Samusik_seed-42 random num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085468 0.0047901 0.0396171 0.0396171 3761 758138 0.0049608 149 30957 3612 723420
dataset_name-Samusik_seed-42 random num-4 run0 2 Basophils Basophils 0.0084009 0.0047037 0.0392591 0.0392591 3617 758138 0.0047709 142 30047 3475 724474
dataset_name-Samusik_seed-42 random num-4 run0 3 CD4 T cells CD4 T cells 0.0117267 0.0068561 0.0404930 0.0404930 5112 758138 0.0067428 207 29985 4905 723041
dataset_name-Samusik_seed-42 random num-4 run0 4 CD8 T cells CD8 T cells 0.0217890 0.0148913 0.0405911 0.0405911 11234 758138 0.0148179 456 30166 10778 716738
dataset_name-Samusik_seed-42 random num-4 run0 5 CLP CLP 0.0010589 0.0005372 0.0368664 0.0368664 434 758138 0.0005725 16 29769 418 727935
dataset_name-Samusik_seed-42 random num-4 run0 6 CMP CMP 0.0036446 0.0019338 0.0316076 0.0316076 1835 758138 0.0024204 58 29935 1777 726368
dataset_name-Samusik_seed-42 random num-4 run0 7 Classical Monocytes Classical Monocytes 0.0607643 0.1171670 0.0410185 0.0410185 88204 758138 0.1163429 3618 27261 84586 642673
dataset_name-Samusik_seed-42 random num-4 run0 8 Eosinophils Eosinophils 0.0497438 0.0645415 0.0404660 0.0404660 48584 758138 0.0640833 1966 28495 46618 681059
dataset_name-Samusik_seed-42 random num-4 run0 9 GMP GMP 0.0110715 0.0065481 0.0358066 0.0358066 5418 758138 0.0071465 194 29433 5224 723287
dataset_name-Samusik_seed-42 random num-4 run0 10 HSC HSC 0.0001311 0.0000656 0.0833333 0.0833333 24 758138 0.0000317 2 30493 22 727621
dataset_name-Samusik_seed-42 random num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0465707 0.0573940 0.0391818 0.0391818 44000 758138 0.0580369 1724 28314 42276 685824
dataset_name-Samusik_seed-42 random num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0603657 0.1348523 0.0388865 0.0388865 102735 758138 0.1355096 3995 25630 98740 629773
dataset_name-Samusik_seed-42 random num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0305331 0.0245678 0.0403243 0.0403243 18748 758138 0.0247290 756 30016 17992 709374
dataset_name-Samusik_seed-42 random num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0561571 0.0969661 0.0395234 0.0395234 75449 758138 0.0995188 2982 27771 72467 654918
dataset_name-Samusik_seed-42 random num-4 run0 15 MEP MEP 0.0112839 0.0065597 0.0403275 0.0403275 4885 758138 0.0064434 197 29835 4688 723418
dataset_name-Samusik_seed-42 random num-4 run0 16 MPP MPP 0.0027302 0.0014157 0.0382222 0.0382222 1125 758138 0.0014839 43 30331 1082 726682
dataset_name-Samusik_seed-42 random num-4 run0 17 Macrophages Macrophages 0.0070803 0.0038459 0.0445283 0.0445283 2650 758138 0.0034954 118 30564 2532 724924
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 0.0058383 0.0031809 0.0354712 0.0354712 2791 758138 0.0036814 99 31024 2692 724323
dataset_name-Samusik_seed-42 random num-4 run0 19 NKT cells NKT cells 0.0149787 0.0093826 0.0371153 0.0371153 7571 758138 0.0099863 281 29668 7290 720899
dataset_name-Samusik_seed-42 random num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0148217 0.0091916 0.0382514 0.0382514 7137 758138 0.0094139 273 29428 6864 721573
dataset_name-Samusik_seed-42 random num-4 run0 21 Plasma Cells Plasma Cells 0.0035126 0.0018445 0.0367156 0.0367156 1498 758138 0.0019759 55 29763 1443 726877
dataset_name-Samusik_seed-42 random num-4 run0 22 gd T cells gd T cells 0.0009112 0.0004610 0.0387812 0.0387812 361 758138 0.0004762 14 30353 347 727424
dataset_name-Samusik_seed-42 random num-4 run0 23 mDCs mDCs 0.0019115 0.0009857 0.0314136 0.0314136 955 758138 0.0012597 30 30404 925 726779
dataset_name-Samusik_seed-42 random num-4 run0 24 pDCs pDCs 0.0370031 0.0328322 0.0423878 0.0423878 23804 758138 0.0313980 1009 29723 22795 704611
dataset_name-Samusik_seed-42 random num-4 run0 25 ungated ungated 0.0715994 0.3847445 0.0394725 0.0394725 296206 758138 0.3907020 11692 18697 284514 443235
dataset_name-Samusik_seed-42 random num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0091458 0.0051372 0.0416339 0.0416339 3819 764362 0.0049963 159 30792 3660 729751
dataset_name-Samusik_seed-42 random num-5 run0 2 Basophils Basophils 0.0090514 0.0050750 0.0418157 0.0418157 3635 764362 0.0047556 152 29799 3483 730928
dataset_name-Samusik_seed-42 random num-5 run0 3 CD4 T cells CD4 T cells 0.0112208 0.0065735 0.0382922 0.0382922 5223 764362 0.0068331 200 30225 5023 728914
dataset_name-Samusik_seed-42 random num-5 run0 4 CD8 T cells CD8 T cells 0.0210188 0.0143740 0.0390882 0.0390882 11538 764362 0.0150949 451 30925 11087 721899
dataset_name-Samusik_seed-42 random num-5 run0 5 CLP CLP 0.0013516 0.0006855 0.0476190 0.0476190 441 764362 0.0005770 21 30613 420 733308
dataset_name-Samusik_seed-42 random num-5 run0 6 CMP CMP 0.0044816 0.0023753 0.0395664 0.0395664 1845 764362 0.0024138 73 30660 1772 731857
dataset_name-Samusik_seed-42 random num-5 run0 7 Classical Monocytes Classical Monocytes 0.0610888 0.1184397 0.0411588 0.0411588 89264 764362 0.1167824 3674 27346 85590 647752
dataset_name-Samusik_seed-42 random num-5 run0 8 Eosinophils Eosinophils 0.0488668 0.0628675 0.0399663 0.0399663 48691 764362 0.0637015 1946 29008 46745 686663
dataset_name-Samusik_seed-42 random num-5 run0 9 GMP GMP 0.0119322 0.0070193 0.0397633 0.0397633 5407 764362 0.0070739 215 30415 5192 728540
dataset_name-Samusik_seed-42 random num-5 run0 10 HSC HSC 0.0000665 0.0000333 0.0370370 0.0370370 27 764362 0.0000353 1 30044 26 734291
dataset_name-Samusik_seed-42 random num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0473117 0.0599652 0.0390678 0.0390678 45869 764362 0.0600095 1792 28092 44077 690401
dataset_name-Samusik_seed-42 random num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0641852 0.1414849 0.0415076 0.0415076 106101 764362 0.1388099 4404 26723 101697 631538
dataset_name-Samusik_seed-42 random num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0305922 0.0246034 0.0404346 0.0404346 18870 764362 0.0246873 763 30249 18107 715243
dataset_name-Samusik_seed-42 random num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0578668 0.0989695 0.0408864 0.0408864 74230 764362 0.0971137 3035 27631 71195 662501
dataset_name-Samusik_seed-42 random num-5 run0 15 MEP MEP 0.0110988 0.0064402 0.0401228 0.0401228 4885 764362 0.0063910 196 30238 4689 729239
dataset_name-Samusik_seed-42 random num-5 run0 16 MPP MPP 0.0027407 0.0014219 0.0378188 0.0378188 1137 764362 0.0014875 43 30199 1094 733026
dataset_name-Samusik_seed-42 random num-5 run0 17 Macrophages Macrophages 0.0065238 0.0035356 0.0421426 0.0421426 2539 764362 0.0033217 107 30157 2432 731666
dataset_name-Samusik_seed-42 random num-5 run0 18 NK cells NK cells 0.0069004 0.0037779 0.0397805 0.0397805 2916 764362 0.0038149 116 30589 2800 730857
dataset_name-Samusik_seed-42 random num-5 run0 19 NKT cells NKT cells 0.0170648 0.0107015 0.0420943 0.0420943 7697 764362 0.0100698 324 29952 7373 726713
dataset_name-Samusik_seed-42 random num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0172010 0.0106430 0.0448142 0.0448142 7453 764362 0.0097506 334 31048 7119 725861
dataset_name-Samusik_seed-42 random num-5 run0 21 Plasma Cells Plasma Cells 0.0041157 0.0021652 0.0415335 0.0415335 1565 764362 0.0020475 65 29956 1500 732841
dataset_name-Samusik_seed-42 random num-5 run0 22 gd T cells gd T cells 0.0010313 0.0005215 0.0462428 0.0462428 346 764362 0.0004527 16 30666 330 733350
dataset_name-Samusik_seed-42 random num-5 run0 23 mDCs mDCs 0.0026572 0.0013726 0.0414560 0.0414560 989 764362 0.0012939 41 29830 948 733543
dataset_name-Samusik_seed-42 random num-5 run0 24 pDCs pDCs 0.0322164 0.0286584 0.0367830 0.0367830 24060 764362 0.0314772 885 29996 23175 710306
dataset_name-Samusik_seed-42 random num-5 run0 25 ungated ungated 0.0718258 0.3877335 0.0395788 0.0395788 295815 764362 0.3870090 11708 18488 284107 450059
dataset_name-Transformed_seed-42 cyanno num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.9336751 0.9467186 0.9209861 0.9209861 6328 165885 0.0381469 5828 328 500 159229
dataset_name-Transformed_seed-42 cyanno num-1 run0 2 B-cells IgM- B-cells IgM- 0.6304303 0.9053814 0.4835755 0.4835755 3166 165885 0.0190855 1531 160 1635 162559
dataset_name-Transformed_seed-42 cyanno num-1 run0 3 CD4 T-cells CD4 T-cells 0.9568546 0.9473378 0.9665644 0.9665644 60654 165885 0.3656388 58626 3259 2028 101972
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 0.8836731 0.8645578 0.9036528 0.9036528 49934 165885 0.3010158 45123 7069 4811 108882
dataset_name-Transformed_seed-42 cyanno num-1 run0 5 DC DC 0.6220302 0.9840547 0.4547368 0.4547368 1900 165885 0.0114537 864 14 1036 163971
dataset_name-Transformed_seed-42 cyanno num-1 run0 6 NK cells NK cells 0.8990629 0.8886443 0.9097287 0.9097287 23518 165885 0.1417729 21395 2681 2123 139686
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 0.8284167 0.8556277 0.8028832 0.8028832 16579 165885 0.0999427 13311 2246 3268 147060
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 0.8224917 0.8649275 0.7840252 0.7840252 3806 165885 0.0229436 2984 466 822 161613
dataset_name-Transformed_seed-42 cyanno num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.9415069 0.9520468 0.9311979 0.9311979 6119 160829 0.0380466 5698 287 421 154423
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 0.8207129 0.8660180 0.7799124 0.7799124 2967 160829 0.0184482 2314 358 653 157504
dataset_name-Transformed_seed-42 cyanno num-2 run0 3 CD4 T-cells CD4 T-cells 0.9611253 0.9436960 0.9792106 0.9792106 58299 160829 0.3624906 57087 3406 1212 99124
dataset_name-Transformed_seed-42 cyanno num-2 run0 4 CD8 T-cells CD8 T-cells 0.9047227 0.9059597 0.9034890 0.9034890 48036 160829 0.2986775 43400 4505 4636 108288
dataset_name-Transformed_seed-42 cyanno num-2 run0 5 DC DC 0.7925270 0.9542226 0.6776906 0.6776906 1784 160829 0.0110925 1209 58 575 158987
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 0.9103074 0.9375085 0.8846401 0.8846401 23301 160829 0.1448806 20613 1374 2688 136154
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 0.8724887 0.8539326 0.8918692 0.8918692 16702 160829 0.1038494 14896 2548 1806 141579
dataset_name-Transformed_seed-42 cyanno num-2 run0 8 ungated ungated 0.8579961 0.9340052 0.7934272 0.7934272 3621 160829 0.0225146 2873 203 748 157005
dataset_name-Transformed_seed-42 cyanno num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.9340215 0.9430259 0.9251875 0.9251875 5868 163357 0.0359213 5429 328 439 157161
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 0.8135534 0.8366690 0.7916808 0.7916808 2957 163357 0.0181015 2341 457 616 159943
dataset_name-Transformed_seed-42 cyanno num-3 run0 3 CD4 T-cells CD4 T-cells 0.9654880 0.9681719 0.9628189 0.9628189 59143 163357 0.3620475 56944 1872 2199 102342
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 0.9012975 0.8981276 0.9044897 0.9044897 49691 163357 0.3041865 44945 5098 4746 108568
dataset_name-Transformed_seed-42 cyanno num-3 run0 5 DC DC 0.7162162 0.9680365 0.5683646 0.5683646 1865 163357 0.0114167 1060 35 805 161457
dataset_name-Transformed_seed-42 cyanno num-3 run0 6 NK cells NK cells 0.9095324 0.8803436 0.9407231 0.9407231 23095 163357 0.1413775 21726 2953 1369 137309
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 0.8683324 0.8734922 0.8632333 0.8632333 17029 163357 0.1042441 14700 2129 2329 144199
dataset_name-Transformed_seed-42 cyanno num-3 run0 8 ungated ungated 0.8599801 0.9074850 0.8172014 0.8172014 3709 163357 0.0227049 3031 309 678 159339
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.9240816 0.9528620 0.8969889 0.8969889 6310 163801 0.0385224 5660 280 650 157211
dataset_name-Transformed_seed-42 cyanno num-4 run0 2 B-cells IgM- B-cells IgM- 0.6976744 0.9257322 0.5597723 0.5597723 3162 163801 0.0193039 1770 142 1392 160497
dataset_name-Transformed_seed-42 cyanno num-4 run0 3 CD4 T-cells CD4 T-cells 0.9397952 0.9449787 0.9346682 0.9346682 60032 163801 0.3664935 56110 3267 3922 100502
dataset_name-Transformed_seed-42 cyanno num-4 run0 4 CD8 T-cells CD8 T-cells 0.8768704 0.8376035 0.9200000 0.9200000 48825 163801 0.2980751 44919 8709 3906 106267
dataset_name-Transformed_seed-42 cyanno num-4 run0 5 DC DC 0.7281879 0.9610275 0.5861696 0.5861696 1851 163801 0.0113003 1085 44 766 161906
dataset_name-Transformed_seed-42 cyanno num-4 run0 6 NK cells NK cells 0.9064276 0.9132673 0.8996895 0.8996895 22869 163801 0.1396145 20575 1954 2294 138978
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 0.8388911 0.8643698 0.8148714 0.8148714 17026 163801 0.1039432 13874 2177 3152 144598
dataset_name-Transformed_seed-42 cyanno num-4 run0 8 ungated ungated 0.8610832 0.9264297 0.8043478 0.8043478 3726 163801 0.0227471 2997 238 729 159837
dataset_name-Transformed_seed-42 cyanno num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.9455074 0.9685743 0.9235136 0.9235136 6341 161138 0.0393514 5856 190 485 154607
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 0.8306835 0.8338269 0.8275637 0.8275637 3062 161138 0.0190023 2534 505 528 157571
dataset_name-Transformed_seed-42 cyanno num-5 run0 3 CD4 T-cells CD4 T-cells 0.9522402 0.9317594 0.9736416 0.9736416 59222 161138 0.3675235 57661 4223 1561 97693
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 0.8941656 0.8931015 0.8952324 0.8952324 46522 161138 0.2887091 41648 4985 4874 109631
dataset_name-Transformed_seed-42 cyanno num-5 run0 5 DC DC 0.5987587 0.9100999 0.4461371 0.4461371 1838 161138 0.0114064 820 81 1018 159219
dataset_name-Transformed_seed-42 cyanno num-5 run0 6 NK cells NK cells 0.9139806 0.9320893 0.8965622 0.8965622 23009 161138 0.1427907 20629 1503 2380 136626
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 0.8616667 0.8678011 0.8556183 0.8556183 17523 161138 0.1087453 14993 2284 2530 141331
dataset_name-Transformed_seed-42 cyanno num-5 run0 8 ungated ungated 0.8774646 0.9311841 0.8296051 0.8296051 3621 161138 0.0224714 3004 222 617 157295
dataset_name-Transformed_seed-42 cygate num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.8882175 0.9786951 0.8130531 0.8130531 6328 165885 0.0381469 5145 112 1183 159445
dataset_name-Transformed_seed-42 cygate num-1 run0 2 B-cells IgM- B-cells IgM- 0.7061862 0.5973345 0.8635502 0.8635502 3166 165885 0.0190855 2734 1843 432 160876
dataset_name-Transformed_seed-42 cygate num-1 run0 3 CD4 T-cells CD4 T-cells 0.7149329 0.9902522 0.5594025 0.5594025 60654 165885 0.3656388 33930 334 26724 104897
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 0.7421620 0.8401600 0.6646373 0.6646373 49934 165885 0.3010158 33188 6314 16746 109637
dataset_name-Transformed_seed-42 cygate num-1 run0 5 DC DC 0.7102972 0.8266946 0.6226316 0.6226316 1900 165885 0.0114537 1183 248 717 163737
dataset_name-Transformed_seed-42 cygate num-1 run0 6 NK cells NK cells 0.8241301 0.7443679 0.9230377 0.9230377 23518 165885 0.1417729 21708 7455 1810 134912
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 0.7158687 0.8587947 0.6137282 0.6137282 16579 165885 0.0999427 10175 1673 6404 147633
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 0.7794845 0.7724458 0.7866527 0.7866527 3806 165885 0.0229436 2994 882 812 161197
dataset_name-Transformed_seed-42 cygate num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.9161477 0.9582441 0.8775944 0.8775944 6119 160829 0.0380466 5370 234 749 154476
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 0.6300158 0.5929230 0.6720593 0.6720593 2967 160829 0.0184482 1994 1369 973 156493
dataset_name-Transformed_seed-42 cygate num-2 run0 3 CD4 T-cells CD4 T-cells 0.9181963 0.9094289 0.9271343 0.9271343 58299 160829 0.3624906 54051 5383 4248 97147
dataset_name-Transformed_seed-42 cygate num-2 run0 4 CD8 T-cells CD8 T-cells 0.7879474 0.7934106 0.7825589 0.7825589 48036 160829 0.2986775 37591 9788 10445 103005
dataset_name-Transformed_seed-42 cygate num-2 run0 5 DC DC 0.6848816 0.7470199 0.6322870 0.6322870 1784 160829 0.0110925 1128 382 656 158663
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 0.7592235 0.7967461 0.7250762 0.7250762 23301 160829 0.1448806 16895 4310 6406 133218
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 0.7307473 0.7311635 0.7303317 0.7303317 16702 160829 0.1038494 12198 4485 4504 139642
dataset_name-Transformed_seed-42 cygate num-2 run0 8 ungated ungated 0.7679313 0.7700639 0.7658105 0.7658105 3621 160829 0.0225146 2773 828 848 156380
dataset_name-Transformed_seed-42 cygate num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.9050909 0.9699922 0.8483299 0.8483299 5868 163357 0.0359213 4978 154 890 157335
dataset_name-Transformed_seed-42 cygate num-3 run0 2 B-cells IgM- B-cells IgM- 0.7359395 0.6452599 0.8562732 0.8562732 2957 163357 0.0181015 2532 1392 425 159008
dataset_name-Transformed_seed-42 cygate num-3 run0 3 CD4 T-cells CD4 T-cells 0.7285158 0.9919583 0.5756387 0.5756387 59143 163357 0.3620475 34045 276 25098 103938
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 0.7600807 0.7863090 0.7355457 0.7355457 49691 163357 0.3041865 36550 9933 13141 103733
dataset_name-Transformed_seed-42 cygate num-3 run0 5 DC DC 0.7465696 0.7813599 0.7147453 0.7147453 1865 163357 0.0114167 1333 373 532 161119
dataset_name-Transformed_seed-42 cygate num-3 run0 6 NK cells NK cells 0.8285561 0.7899407 0.8711409 0.8711409 23095 163357 0.1413775 20119 5350 2976 134912
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 0.7438942 0.7810865 0.7100828 0.7100828 17029 163357 0.1042441 12092 3389 4937 142939
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 0.7805699 0.7511842 0.8123483 0.8123483 3709 163357 0.0227049 3013 998 696 158650
dataset_name-Transformed_seed-42 cygate num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.8967285 0.9725774 0.8318542 0.8318542 6310 163801 0.0385224 5249 148 1061 157343
dataset_name-Transformed_seed-42 cygate num-4 run0 2 B-cells IgM- B-cells IgM- 0.7665047 0.6991658 0.8481973 0.8481973 3162 163801 0.0193039 2682 1154 480 159485
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 0.8639098 0.9758579 0.7750033 0.7750033 60032 163801 0.3664935 46525 1151 13507 102618
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 0.7374386 0.8154701 0.6730364 0.6730364 48825 163801 0.2980751 32861 7436 15964 107540
dataset_name-Transformed_seed-42 cygate num-4 run0 5 DC DC 0.7508792 0.8206278 0.6920583 0.6920583 1851 163801 0.0113003 1281 280 570 161670
dataset_name-Transformed_seed-42 cygate num-4 run0 6 NK cells NK cells 0.8396198 0.7854368 0.9018322 0.9018322 22869 163801 0.1396145 20624 5634 2245 135298
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 0.7734357 0.8497785 0.7096793 0.7096793 17026 163801 0.1039432 12083 2136 4943 144639
dataset_name-Transformed_seed-42 cygate num-4 run0 8 ungated ungated 0.7696606 0.8025051 0.7393988 0.7393988 3726 163801 0.0227471 2755 678 971 159397
dataset_name-Transformed_seed-42 cygate num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.9181640 0.9522277 0.8864532 0.8864532 6341 161138 0.0393514 5621 282 720 154515
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 0.6958257 0.6563405 0.7403658 0.7403658 3062 161138 0.0190023 2267 1187 795 156889
dataset_name-Transformed_seed-42 cygate num-5 run0 3 CD4 T-cells CD4 T-cells 0.9190541 0.9137997 0.9243693 0.9243693 59222 161138 0.3675235 54743 5164 4479 96752
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 0.7397689 0.8485826 0.6556898 0.6556898 46522 161138 0.2887091 30504 5443 16018 109173
dataset_name-Transformed_seed-42 cygate num-5 run0 5 DC DC 0.7369959 0.7960859 0.6860718 0.6860718 1838 161138 0.0114064 1261 323 577 158977
dataset_name-Transformed_seed-42 cygate num-5 run0 6 NK cells NK cells 0.8363341 0.7540583 0.9387631 0.9387631 23009 161138 0.1427907 21600 7045 1409 131084
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 0.6872238 0.7620934 0.6257490 0.6257490 17523 161138 0.1087453 10965 3423 6558 140192
dataset_name-Transformed_seed-42 cygate num-5 run0 8 ungated ungated 0.7875173 0.7910281 0.7840376 0.7840376 3621 161138 0.0224714 2839 750 782 156767
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.8545966 0.8456064 0.8637800 0.8637800 6328 165885 0.0381469 5466 998 862 158559
dataset_name-Transformed_seed-42 dgcytof num-1 run0 2 B-cells IgM- B-cells IgM- 0.6049298 0.6603139 0.5581175 0.5581175 3166 165885 0.0190855 1767 909 1399 161810
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 0.9321591 0.9205234 0.9440927 0.9440927 60654 165885 0.3656388 57263 4944 3391 100287
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 0.8345117 0.8418586 0.8272920 0.8272920 49934 165885 0.3010158 41310 7760 8624 108191
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5 DC DC 0.8000953 0.7309534 0.8836842 0.8836842 1900 165885 0.0114537 1679 618 221 163367
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 0.8604716 0.8734177 0.8479037 0.8479037 23518 165885 0.1417729 19941 2890 3577 139477
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 0.7866690 0.7528809 0.8236323 0.8236323 16579 165885 0.0999427 13655 4482 2924 144824
dataset_name-Transformed_seed-42 dgcytof num-1 run0 8 ungated ungated 0.6603428 0.9005901 0.5212822 0.5212822 3806 165885 0.0229436 1984 219 1822 161860
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.8731330 0.9441383 0.8120608 0.8120608 6119 160829 0.0380466 4969 294 1150 154416
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 0.7102362 0.6665681 0.7600270 0.7600270 2967 160829 0.0184482 2255 1128 712 156734
dataset_name-Transformed_seed-42 dgcytof num-2 run0 3 CD4 T-cells CD4 T-cells 0.9398346 0.9666213 0.9144925 0.9144925 58299 160829 0.3624906 53314 1841 4985 100689
dataset_name-Transformed_seed-42 dgcytof num-2 run0 4 CD8 T-cells CD8 T-cells 0.8477946 0.7991707 0.9027188 0.9027188 48036 160829 0.2986775 43363 10897 4673 101896
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5 DC DC 0.8631347 0.8500000 0.8766816 0.8766816 1784 160829 0.0110925 1564 276 220 158769
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 0.8561955 0.8956224 0.8200936 0.8200936 23301 160829 0.1448806 19109 2227 4192 135301
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 0.8217642 0.8188574 0.8246917 0.8246917 16702 160829 0.1038494 13774 3047 2928 141080
dataset_name-Transformed_seed-42 dgcytof num-2 run0 8 ungated ungated 0.7428035 0.8567304 0.6556200 0.6556200 3621 160829 0.0225146 2374 397 1247 156811
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.8886955 0.9080562 0.8701431 0.8701431 5868 163357 0.0359213 5106 517 762 156972
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 0.7019246 0.6726596 0.7338519 0.7338519 2957 163357 0.0181015 2170 1056 787 159344
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 0.9124319 0.9774558 0.8555197 0.8555197 59143 163357 0.3620475 50598 1167 8545 103047
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 0.8225324 0.7556409 0.9024169 0.9024169 49691 163357 0.3041865 44842 14501 4849 99165
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5 DC DC 0.8423423 0.8867813 0.8021448 0.8021448 1865 163357 0.0114167 1496 191 369 161301
dataset_name-Transformed_seed-42 dgcytof num-3 run0 6 NK cells NK cells 0.8771654 0.8392737 0.9186404 0.9186404 23095 163357 0.1413775 21216 4063 1879 136199
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 0.7704087 0.8562401 0.7002173 0.7002173 17029 163357 0.1042441 11924 2002 5105 144326
dataset_name-Transformed_seed-42 dgcytof num-3 run0 8 ungated ungated 0.7350812 0.9110845 0.6160690 0.6160690 3709 163357 0.0227049 2285 223 1424 159425
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.8314010 0.7432567 0.9432647 0.9432647 6310 163801 0.0385224 5952 2056 358 155435
dataset_name-Transformed_seed-42 dgcytof num-4 run0 2 B-cells IgM- B-cells IgM- 0.3636364 0.7465619 0.2403542 0.2403542 3162 163801 0.0193039 760 258 2402 160381
dataset_name-Transformed_seed-42 dgcytof num-4 run0 3 CD4 T-cells CD4 T-cells 0.9328347 0.9478970 0.9182436 0.9182436 60032 163801 0.3664935 55124 3030 4908 100739
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 0.8388229 0.8088781 0.8710701 0.8710701 48825 163801 0.2980751 42530 10049 6295 104927
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5 DC DC 0.8150121 0.7384818 0.9092382 0.9092382 1851 163801 0.0113003 1683 596 168 161354
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 0.8324004 0.9006056 0.7737986 0.7737986 22869 163801 0.1396145 17696 1953 5173 138979
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 0.7983038 0.7350368 0.8734876 0.8734876 17026 163801 0.1039432 14872 5361 2154 141414
dataset_name-Transformed_seed-42 dgcytof num-4 run0 8 ungated ungated 0.6320671 0.9420521 0.4755770 0.4755770 3726 163801 0.0227471 1772 109 1954 159966
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.9053651 0.8581721 0.9580508 0.9580508 6341 161138 0.0393514 6075 1004 266 153793
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 0.6579830 0.8314214 0.5444154 0.5444154 3062 161138 0.0190023 1667 338 1395 157738
dataset_name-Transformed_seed-42 dgcytof num-5 run0 3 CD4 T-cells CD4 T-cells 0.9434853 0.9291128 0.9583094 0.9583094 59222 161138 0.3675235 56753 4330 2469 97586
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 0.8528272 0.8617640 0.8440738 0.8440738 46522 161138 0.2887091 39268 6299 7254 108317
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5 DC DC 0.8428687 0.8323607 0.8536453 0.8536453 1838 161138 0.0114064 1569 316 269 158984
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 0.8754379 0.8935862 0.8580121 0.8580121 23009 161138 0.1427907 19742 2351 3267 135778
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 0.8185356 0.7925708 0.8462592 0.8462592 17523 161138 0.1087453 14829 3881 2694 139734
dataset_name-Transformed_seed-42 dgcytof num-5 run0 8 ungated ungated 0.7612435 0.8880707 0.6661143 0.6661143 3621 161138 0.0224714 2412 304 1209 157213
dataset_name-Transformed_seed-42 lda num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.6823419 0.8545347 0.5679061 0.5679061 2555 62691 0.0407555 1451 247 1104 59889
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 0.5020816 0.4049698 0.6604600 0.6604600 913 62691 0.0145635 603 886 310 60892
dataset_name-Transformed_seed-42 lda num-1 run0 3 CD4 T-cells CD4 T-cells 0.8934814 0.9972950 0.8092432 0.8092432 24602 62691 0.3924327 19909 54 4693 38035
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 0.7736915 0.7735437 0.7738394 0.7738394 18310 62691 0.2920674 14169 4148 4141 40233
dataset_name-Transformed_seed-42 lda num-1 run0 5 DC DC 0.7963526 0.6691260 0.9833194 0.9833194 1199 62691 0.0191256 1179 583 20 60909
dataset_name-Transformed_seed-42 lda num-1 run0 6 NK cells NK cells 0.8352947 0.7204621 0.9936739 0.9936739 8536 62691 0.1361599 8482 3291 54 50864
dataset_name-Transformed_seed-42 lda num-1 run0 7 monocytes monocytes 0.8217197 0.7641397 0.8886845 0.8886845 6522 62691 0.1040341 5796 1789 726 54380
dataset_name-Transformed_seed-42 lda num-1 run0 8 ungated ungated 0.3417722 0.2596154 0.5000000 0.5000000 54 62691 0.0008614 27 77 27 62560
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.8408911 0.8291704 0.8529479 0.8529479 4359 109307 0.0398785 3718 766 641 104182
dataset_name-Transformed_seed-42 lda num-2 run0 2 B-cells IgM- B-cells IgM- 0.4461942 0.6446371 0.3411697 0.3411697 1744 109307 0.0159551 595 328 1149 107235
dataset_name-Transformed_seed-42 lda num-2 run0 3 CD4 T-cells CD4 T-cells 0.9505735 0.9889396 0.9150732 0.9150732 44556 109307 0.4076226 40772 456 3784 64295
dataset_name-Transformed_seed-42 lda num-2 run0 4 CD8 T-cells CD8 T-cells 0.7895486 0.7293988 0.8605105 0.8605105 33852 109307 0.3096965 29130 10807 4722 64648
dataset_name-Transformed_seed-42 lda num-2 run0 5 DC DC 0.7841788 0.7026194 0.8871595 0.8871595 1028 109307 0.0094047 912 386 116 107893
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 0.6136452 0.6797973 0.5592261 0.5592261 12714 109307 0.1163146 7110 3349 5604 93244
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 0.8006886 0.8071475 0.7943321 0.7943321 10833 109307 0.0991062 8605 2056 2228 96418
dataset_name-Transformed_seed-42 lda num-2 run0 8 ungated ungated 0.5539033 0.4700315 0.6742081 0.6742081 221 109307 0.0020218 149 168 72 108918
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.8890524 0.8528062 0.9285165 0.9285165 2602 56914 0.0457181 2416 417 186 53895
dataset_name-Transformed_seed-42 lda num-3 run0 2 B-cells IgM- B-cells IgM- 0.1546961 0.8235294 0.0853659 0.0853659 492 56914 0.0086446 42 9 450 56413
dataset_name-Transformed_seed-42 lda num-3 run0 3 CD4 T-cells CD4 T-cells 0.9282281 0.9981122 0.8674896 0.8674896 25598 56914 0.4497663 22206 42 3392 31274
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 0.6874494 0.7777179 0.6159563 0.6159563 11707 56914 0.2056963 7211 2061 4496 43146
dataset_name-Transformed_seed-42 lda num-3 run0 5 DC DC 0.8109041 0.6948551 0.9734880 0.9734880 1207 56914 0.0212074 1175 516 32 55191
dataset_name-Transformed_seed-42 lda num-3 run0 6 NK cells NK cells 0.7866710 0.6520937 0.9912404 0.9912404 8562 56914 0.1504375 8487 4528 75 43824
dataset_name-Transformed_seed-42 lda num-3 run0 7 monocytes monocytes 0.8716771 0.8125324 0.9401081 0.9401081 6662 56914 0.1170538 6263 1445 399 48807
dataset_name-Transformed_seed-42 lda num-3 run0 8 ungated ungated 0.4666667 0.4375000 0.5000000 0.5000000 84 56914 0.0014759 42 54 42 56776
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.7626568 0.8312521 0.7045195 0.7045195 3496 92497 0.0377958 2463 500 1033 88501
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 0.4198347 0.4413553 0.4003152 0.4003152 1269 92497 0.0137194 508 643 761 90585
dataset_name-Transformed_seed-42 lda num-4 run0 3 CD4 T-cells CD4 T-cells 0.8711748 0.9973896 0.7733156 0.7733156 37550 92497 0.4059591 29038 76 8512 54871
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 0.7615321 0.7202517 0.8078320 0.8078320 28907 92497 0.3125182 23352 9070 5555 54520
dataset_name-Transformed_seed-42 lda num-4 run0 5 DC DC 0.8453448 0.7472452 0.9730942 0.9730942 1115 92497 0.0120544 1085 367 30 91015
dataset_name-Transformed_seed-42 lda num-4 run0 6 NK cells NK cells 0.8106564 0.6919179 0.9785902 0.9785902 11023 92497 0.1191714 10787 4803 236 76671
dataset_name-Transformed_seed-42 lda num-4 run0 7 monocytes monocytes 0.7944854 0.7690080 0.8217089 0.8217089 9047 92497 0.0978086 7434 2233 1613 81217
dataset_name-Transformed_seed-42 lda num-4 run0 8 ungated ungated 0.4035088 0.3333333 0.5111111 0.5111111 90 92497 0.0009730 46 92 44 92315
dataset_name-Transformed_seed-42 lda num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.8775913 0.9602506 0.8080349 0.8080349 5501 110391 0.0498320 4445 184 1056 104706
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 0.5457227 0.6379310 0.4768041 0.4768041 2328 110391 0.0210887 1110 630 1218 107433
dataset_name-Transformed_seed-42 lda num-5 run0 3 CD4 T-cells CD4 T-cells 0.8858158 0.9956781 0.7977885 0.7977885 41872 110391 0.3793063 33405 145 8467 68374
dataset_name-Transformed_seed-42 lda num-5 run0 4 CD8 T-cells CD8 T-cells 0.7415022 0.6272097 0.9067300 0.9067300 36196 110391 0.3278890 32820 19507 3376 54688
dataset_name-Transformed_seed-42 lda num-5 run0 5 DC DC 0.8143198 0.8297665 0.7994377 0.7994377 1067 110391 0.0096656 853 175 214 109149
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 0.4155274 0.6846405 0.2982813 0.2982813 9833 110391 0.0890743 2933 1351 6900 99207
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 0.7103540 0.7329258 0.6891309 0.6891309 13221 110391 0.1197652 9111 3320 4110 93850
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 0.3819355 0.3681592 0.3967828 0.3967828 373 110391 0.0033789 148 254 225 109764
dataset_name-Transformed_seed-42 random num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.0596325 0.0390187 0.1264223 0.1264223 6328 165885 0.0381469 800 19703 5528 139854
dataset_name-Transformed_seed-42 random num-1 run0 2 B-cells IgM- B-cells IgM- 0.0340711 0.0195387 0.1329754 0.1329754 3166 165885 0.0190855 421 21126 2745 141593
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 0.1848350 0.3607640 0.1242457 0.1242457 60654 165885 0.3656388 7536 13353 53118 91878
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 0.1763399 0.2959415 0.1255858 0.1255858 49934 165885 0.3010158 6271 14919 43663 101032
dataset_name-Transformed_seed-42 random num-1 run0 5 DC DC 0.0231839 0.0126384 0.1400000 0.1400000 1900 165885 0.0114537 266 20781 1634 143204
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 0.1336436 0.1425611 0.1257760 0.1257760 23518 165885 0.1417729 2958 17791 20560 124576
dataset_name-Transformed_seed-42 random num-1 run0 7 monocytes monocytes 0.1085985 0.1000356 0.1187647 0.1187647 16579 165885 0.0999427 1969 17714 14610 131592
dataset_name-Transformed_seed-42 random num-1 run0 8 ungated ungated 0.0404435 0.0240174 0.1279559 0.1279559 3806 165885 0.0229436 487 19790 3319 142289
dataset_name-Transformed_seed-42 random num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.0602451 0.0393812 0.1281255 0.1281255 6119 160829 0.0380466 784 19124 5335 135586
dataset_name-Transformed_seed-42 random num-2 run0 2 B-cells IgM- B-cells IgM- 0.0327085 0.0186782 0.1314459 0.1314459 2967 160829 0.0184482 390 20490 2577 137372
dataset_name-Transformed_seed-42 random num-2 run0 3 CD4 T-cells CD4 T-cells 0.1808078 0.3666911 0.1199849 0.1199849 58299 160829 0.3624906 6995 12081 51304 90449
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 0.1789401 0.3016539 0.1271963 0.1271963 48036 160829 0.2986775 6110 14145 41926 98648
dataset_name-Transformed_seed-42 random num-2 run0 5 DC DC 0.0202369 0.0110365 0.1216368 0.1216368 1784 160829 0.0110925 217 19445 1567 139600
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 0.1359617 0.1466978 0.1266898 0.1266898 23301 160829 0.1448806 2952 17171 20349 120357
dataset_name-Transformed_seed-42 random num-2 run0 7 monocytes monocytes 0.1197692 0.1085486 0.1335768 0.1335768 16702 160829 0.1038494 2231 18322 14471 125805
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 0.0379277 0.0223346 0.1256559 0.1256559 3621 160829 0.0225146 455 19917 3166 137291
dataset_name-Transformed_seed-42 random num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.0566277 0.0365401 0.1257669 0.1257669 5868 163357 0.0359213 738 19459 5130 138030
dataset_name-Transformed_seed-42 random num-3 run0 2 B-cells IgM- B-cells IgM- 0.0304365 0.0174710 0.1180250 0.1180250 2957 163357 0.0181015 349 19627 2608 140773
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 0.1866650 0.3636275 0.1255601 0.1255601 59143 163357 0.3620475 7426 12996 51717 91218
dataset_name-Transformed_seed-42 random num-3 run0 4 CD8 T-cells CD8 T-cells 0.1796342 0.3067464 0.1270049 0.1270049 49691 163357 0.3041865 6311 14263 43380 99403
dataset_name-Transformed_seed-42 random num-3 run0 5 DC DC 0.0222646 0.0121106 0.1378016 0.1378016 1865 163357 0.0114167 257 20964 1608 140528
dataset_name-Transformed_seed-42 random num-3 run0 6 NK cells NK cells 0.1344855 0.1416188 0.1280364 0.1280364 23095 163357 0.1413775 2957 17923 20138 122339
dataset_name-Transformed_seed-42 random num-3 run0 7 monocytes monocytes 0.1105649 0.1038485 0.1182101 0.1182101 17029 163357 0.1042441 2013 17371 15016 128957
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 0.0372767 0.0219775 0.1226746 0.1226746 3709 163357 0.0227049 455 20248 3254 139400
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.0579987 0.0377413 0.1251981 0.1251981 6310 163801 0.0385224 790 20142 5520 137349
dataset_name-Transformed_seed-42 random num-4 run0 2 B-cells IgM- B-cells IgM- 0.0335488 0.0192669 0.1296648 0.1296648 3162 163801 0.0193039 410 20870 2752 139769
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 0.1869853 0.3675831 0.1253831 0.1253831 60032 163801 0.3664935 7527 12950 52505 90819
dataset_name-Transformed_seed-42 random num-4 run0 4 CD8 T-cells CD8 T-cells 0.1678338 0.2947563 0.1173169 0.1173169 48825 163801 0.2980751 5728 13705 43097 101271
dataset_name-Transformed_seed-42 random num-4 run0 5 DC DC 0.0226408 0.0123296 0.1383036 0.1383036 1851 163801 0.0113003 256 20507 1595 141443
dataset_name-Transformed_seed-42 random num-4 run0 6 NK cells NK cells 0.1313916 0.1398736 0.1238795 0.1238795 22869 163801 0.1396145 2833 17421 20036 123511
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 0.1150036 0.1049697 0.1271585 0.1271585 17026 163801 0.1039432 2165 18460 14861 128315
dataset_name-Transformed_seed-42 random num-4 run0 8 ungated ungated 0.0402306 0.0238559 0.1282877 0.1282877 3726 163801 0.0227471 478 19559 3248 140516
dataset_name-Transformed_seed-42 random num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.0610025 0.0399765 0.1286863 0.1286863 6341 161138 0.0393514 816 19596 5525 135201
dataset_name-Transformed_seed-42 random num-5 run0 2 B-cells IgM- B-cells IgM- 0.0322581 0.0186370 0.1198563 0.1198563 3062 161138 0.0190023 367 19325 2695 138751
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 0.1850902 0.3625838 0.1242613 0.1242613 59222 161138 0.3675235 7359 12937 51863 88979
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 0.1754870 0.2902138 0.1257685 0.1257685 46522 161138 0.2887091 5851 14310 40671 100306
dataset_name-Transformed_seed-42 random num-5 run0 5 DC DC 0.0233754 0.0127145 0.1447225 0.1447225 1838 161138 0.0114064 266 20655 1572 138645
dataset_name-Transformed_seed-42 random num-5 run0 6 NK cells NK cells 0.1354859 0.1434189 0.1283845 0.1283845 23009 161138 0.1427907 2954 17643 20055 120486
dataset_name-Transformed_seed-42 random num-5 run0 7 monocytes monocytes 0.1123485 0.1076754 0.1174456 0.1174456 17523 161138 0.1087453 2058 17055 15465 126560
dataset_name-Transformed_seed-42 random num-5 run0 8 ungated ungated 0.0365766 0.0216083 0.1190279 0.1190279 3621 161138 0.0224714 431 19515 3190 138002
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.9017077 0.8757304 0.9292732 0.9292732 259336 21044883 0.0123230 240994 34198 18342 20751349
dataset_name-flowcyt_seed-42 cyanno num-1 run0 2 HSPCs HSPCs 0.7602355 0.8303991 0.7010050 0.7010050 202796 21044883 0.0096364 142161 29035 60635 20813052
dataset_name-flowcyt_seed-42 cyanno num-1 run0 3 Mast_cells Mast_cells 0.0022353 1.0000000 0.0011189 0.0011189 3575 21044883 0.0001699 4 0 3571 21041308
dataset_name-flowcyt_seed-42 cyanno num-1 run0 4 Monocytes Monocytes 0.8606523 0.9649369 0.7767101 0.7767101 304286 21044883 0.0144589 236342 8588 67944 20732009
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.8971209 0.9644306 0.8385936 0.8385936 1282093 21044883 0.0609218 1075155 39653 206938 19723137
dataset_name-flowcyt_seed-42 cyanno num-1 run0 6 ungated ungated 0.9878626 0.9815480 0.9942590 0.9942590 18992797 21044883 0.9024900 18883759 354994 109038 1697092
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.9287248 0.9377980 0.9198255 0.9198255 255106 20254822 0.0125948 234653 15564 20453 19984152
dataset_name-flowcyt_seed-42 cyanno num-2 run0 2 HSPCs HSPCs 0.8032945 0.9115140 0.7180446 0.7180446 197361 20254822 0.0097439 141714 13757 55647 20043704
dataset_name-flowcyt_seed-42 cyanno num-2 run0 3 Mast_cells Mast_cells 0.0011268 0.2222222 0.0005648 0.0005648 3541 20254822 0.0001748 2 7 3539 20251274
dataset_name-flowcyt_seed-42 cyanno num-2 run0 4 Monocytes Monocytes 0.9125787 0.9425176 0.8844834 0.8844834 300632 20254822 0.0148425 265904 16217 34728 19937973
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5 T_Lymphocytes T_Lymphocytes 0.9249748 0.9538766 0.8977729 0.8977729 1243222 20254822 0.0613791 1116131 53969 127091 18957631
dataset_name-flowcyt_seed-42 cyanno num-2 run0 6 ungated ungated 0.9907879 0.9869656 0.9946399 0.9946399 18254960 20254822 0.9012649 18157111 239793 97849 1760069
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.9041740 0.9399509 0.8710206 0.8710206 267066 20817600 0.0128289 232620 14861 34446 20535673
dataset_name-flowcyt_seed-42 cyanno num-3 run0 2 HSPCs HSPCs 0.6535229 0.9455394 0.4993162 0.4993162 202543 20817600 0.0097294 101133 5825 101410 20609232
dataset_name-flowcyt_seed-42 cyanno num-3 run0 3 Mast_cells Mast_cells 0.5888012 0.9300912 0.4307432 0.4307432 3552 20817600 0.0001706 1530 115 2022 20813933
dataset_name-flowcyt_seed-42 cyanno num-3 run0 4 Monocytes Monocytes 0.9085146 0.9589797 0.8630953 0.8630953 303693 20817600 0.0145883 262116 11212 41577 20502695
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5 T_Lymphocytes T_Lymphocytes 0.9196880 0.9641157 0.8791746 0.8791746 1277273 20817600 0.0613554 1122946 41796 154327 19498531
dataset_name-flowcyt_seed-42 cyanno num-3 run0 6 ungated ungated 0.9893221 0.9825621 0.9961758 0.9961758 18763473 20817600 0.9013274 18691717 331729 71756 1722398
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.7714263 0.9676691 0.6413590 0.6413590 265954 20273915 0.0131180 170572 5699 95382 20002262
dataset_name-flowcyt_seed-42 cyanno num-4 run0 2 HSPCs HSPCs 0.7798501 0.8981520 0.6890858 0.6890858 189377 20273915 0.0093409 130497 14798 58880 20069740
dataset_name-flowcyt_seed-42 cyanno num-4 run0 3 Mast_cells Mast_cells 0.6660489 0.9098734 0.5252850 0.5252850 3421 20273915 0.0001687 1797 178 1624 20270316
dataset_name-flowcyt_seed-42 cyanno num-4 run0 4 Monocytes Monocytes 0.8818986 0.8450497 0.9221077 0.9221077 276189 20273915 0.0136229 254676 46698 21513 19951028
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5 T_Lymphocytes T_Lymphocytes 0.9137186 0.9272835 0.9005449 0.9005449 1263273 20273915 0.0623103 1137634 89212 125639 18921430
dataset_name-flowcyt_seed-42 cyanno num-4 run0 6 ungated ungated 0.9875847 0.9836591 0.9915417 0.9915417 18275701 20273915 0.9014392 18121120 301034 154581 1697180
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.9070346 0.8835036 0.9318532 0.9318532 257415 20668387 0.0124545 239873 31629 17542 20379343
dataset_name-flowcyt_seed-42 cyanno num-5 run0 2 HSPCs HSPCs 0.7809204 0.9217602 0.6774151 0.6774151 190384 20668387 0.0092114 128969 10947 61415 20467056
dataset_name-flowcyt_seed-42 cyanno num-5 run0 3 Mast_cells Mast_cells 0.5957027 0.9563291 0.4325794 0.4325794 3493 20668387 0.0001690 1511 69 1982 20664825
dataset_name-flowcyt_seed-42 cyanno num-5 run0 4 Monocytes Monocytes 0.8586627 0.9678745 0.7715982 0.7715982 297375 20668387 0.0143879 229454 7616 67921 20363396
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.9260658 0.9383329 0.9141154 0.9141154 1240455 20668387 0.0600170 1133919 74521 106536 19353411
dataset_name-flowcyt_seed-42 cyanno num-5 run0 6 ungated ungated 0.9899586 0.9865215 0.9934197 0.9934197 18679265 20668387 0.9037602 18556350 253529 122915 1735593
dataset_name-flowcyt_seed-42 cygate num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.5208219 0.3625219 0.9245303 0.9245303 259336 21044883 0.0123230 239764 421614 19572 20363933
dataset_name-flowcyt_seed-42 cygate num-1 run0 2 HSPCs HSPCs 0.0237727 0.0120994 0.6750232 0.6750232 202796 21044883 0.0096364 136892 11177043 65904 9665044
dataset_name-flowcyt_seed-42 cygate num-1 run0 3 Mast_cells Mast_cells 0.0663556 0.0369859 0.3222378 0.3222378 3575 21044883 0.0001699 1152 29995 2423 21011313
dataset_name-flowcyt_seed-42 cygate num-1 run0 4 Monocytes Monocytes 0.6996547 0.6055400 0.8284081 0.8284081 304286 21044883 0.0144589 252073 164205 52213 20576392
dataset_name-flowcyt_seed-42 cygate num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.7779820 0.6992432 0.8767040 0.8767040 1282093 21044883 0.0609218 1124016 483459 158077 19279331
dataset_name-flowcyt_seed-42 cygate num-1 run0 6 ungated ungated 0.5208614 0.9754386 0.3552886 0.3552886 18992797 21044883 0.9024900 6747924 169912 12244873 1882174
dataset_name-flowcyt_seed-42 cygate num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.5536168 0.3861611 0.9775035 0.9775035 255106 20254822 0.0125948 249367 396392 5739 19603324
dataset_name-flowcyt_seed-42 cygate num-2 run0 2 HSPCs HSPCs 0.2713171 0.1859189 0.5018165 0.5018165 197361 20254822 0.0097439 99039 433661 98322 19623800
dataset_name-flowcyt_seed-42 cygate num-2 run0 3 Mast_cells Mast_cells 0.0031475 0.0015784 0.5306411 0.5306411 3541 20254822 0.0001748 1879 1188538 1662 19062743
dataset_name-flowcyt_seed-42 cygate num-2 run0 4 Monocytes Monocytes 0.4997034 0.3533255 0.8531527 0.8531527 300632 20254822 0.0148425 256485 469432 44147 19484758
dataset_name-flowcyt_seed-42 cygate num-2 run0 5 T_Lymphocytes T_Lymphocytes 0.7001864 0.5900951 0.8607779 0.8607779 1243222 20254822 0.0613791 1070138 743363 173084 18268237
dataset_name-flowcyt_seed-42 cygate num-2 run0 6 ungated ungated 0.8955229 0.9812667 0.8235596 0.8235596 18254960 20254822 0.9012649 15034048 287014 3220912 1712848
dataset_name-flowcyt_seed-42 cygate num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.5208869 0.3643761 0.9130852 0.9130852 267066 20817600 0.0128289 243854 425383 23212 20125151
dataset_name-flowcyt_seed-42 cygate num-3 run0 2 HSPCs HSPCs 0.0686838 0.0404721 0.2267272 0.2267272 202543 20817600 0.0097294 45922 1088736 156621 19526321
dataset_name-flowcyt_seed-42 cygate num-3 run0 3 Mast_cells Mast_cells 0.0023867 0.0012003 0.2063626 0.2063626 3552 20817600 0.0001706 733 609961 2819 20204087
dataset_name-flowcyt_seed-42 cygate num-3 run0 4 Monocytes Monocytes 0.5956908 0.4308262 0.9649482 0.9649482 303693 20817600 0.0145883 293048 387152 10645 20126755
dataset_name-flowcyt_seed-42 cygate num-3 run0 5 T_Lymphocytes T_Lymphocytes 0.3928809 0.2509916 0.9038295 0.9038295 1277273 20817600 0.0613554 1154437 3445068 122836 16095259
dataset_name-flowcyt_seed-42 cygate num-3 run0 6 ungated ungated 0.8067977 0.9805099 0.6853734 0.6853734 18763473 20817600 0.9013274 12859986 255624 5903487 1798503
dataset_name-flowcyt_seed-42 cygate num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.4953132 0.3325795 0.9698858 0.9698858 265954 20273915 0.0131180 257945 517644 8009 19490317
dataset_name-flowcyt_seed-42 cygate num-4 run0 2 HSPCs HSPCs 0.0992153 0.0577320 0.3525138 0.3525138 189377 20273915 0.0093409 66758 1089585 122619 18994953
dataset_name-flowcyt_seed-42 cygate num-4 run0 3 Mast_cells Mast_cells 0.0016299 0.0008157 0.9406606 0.9406606 3421 20273915 0.0001687 3218 3942083 203 16328411
dataset_name-flowcyt_seed-42 cygate num-4 run0 4 Monocytes Monocytes 0.5671071 0.4014555 0.9654983 0.9654983 276189 20273915 0.0136229 266660 397573 9529 19600153
dataset_name-flowcyt_seed-42 cygate num-4 run0 5 T_Lymphocytes T_Lymphocytes 0.7432083 0.6285384 0.9090553 0.9090553 1263273 20273915 0.0623103 1148385 678687 114888 18331955
dataset_name-flowcyt_seed-42 cygate num-4 run0 6 ungated ungated 0.7748478 0.9822848 0.6397473 0.6397473 18275701 20273915 0.9014392 11691830 210859 6583871 1787355
dataset_name-flowcyt_seed-42 cygate num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.6156589 0.4537666 0.9571431 0.9571431 257415 20668387 0.0124545 246383 296590 11032 20114382
dataset_name-flowcyt_seed-42 cygate num-5 run0 2 HSPCs HSPCs 0.4096661 0.3769146 0.4486511 0.4486511 190384 20668387 0.0092114 85416 141203 104968 20336800
dataset_name-flowcyt_seed-42 cygate num-5 run0 3 Mast_cells Mast_cells 0.0027934 0.0013999 0.6135127 0.6135127 3493 20668387 0.0001690 2143 1528710 1350 19136184
dataset_name-flowcyt_seed-42 cygate num-5 run0 4 Monocytes Monocytes 0.4852271 0.3333107 0.8916015 0.8916015 297375 20668387 0.0143879 265140 530334 32235 19840678
dataset_name-flowcyt_seed-42 cygate num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.7022268 0.5706778 0.9125918 0.9125918 1240455 20668387 0.0600170 1132029 851628 108426 18576304
dataset_name-flowcyt_seed-42 cygate num-5 run0 6 ungated ungated 0.8950703 0.9844341 0.8205807 0.8205807 18679265 20668387 0.9037602 15327844 242365 3351421 1746757
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.7095734 0.5776993 0.9194636 0.9194636 259336 21044883 0.0123230 238450 174308 20886 20611239
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 2 HSPCs HSPCs NA 0.0000000 0.0000000 0.0000000 202796 21044883 0.0096364 0 9 202796 20842078
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 3 Mast_cells Mast_cells NA 0.0000000 0.0000000 0.0000000 3575 21044883 0.0001699 0 6 3575 21041302
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 4 Monocytes Monocytes 0.0000066 0.0909091 0.0000033 0.0000033 304286 21044883 0.0144589 1 10 304285 20740587
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.8201062 0.9462578 0.7236339 0.7236339 1282093 21044883 0.0609218 927766 52692 354327 19710098
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 6 ungated ungated 0.9774701 0.9610847 0.9944239 0.9944239 18992797 21044883 0.9024900 18886892 764749 105905 1287337
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.0046069 0.0071483 0.0033986 0.0033986 255106 20254822 0.0125948 867 120420 254239 19879296
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 2 HSPCs HSPCs NA NA 0.0000000 0.0000000 197361 20254822 0.0097439 0 0 197361 20057461
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 3 Mast_cells Mast_cells NA NA 0.0000000 0.0000000 3541 20254822 0.0001748 0 0 3541 20251281
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 4 Monocytes Monocytes NA NA 0.0000000 0.0000000 300632 20254822 0.0148425 0 0 300632 19954190
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 5 T_Lymphocytes T_Lymphocytes NA NA 0.0000000 0.0000000 1243222 20254822 0.0613791 0 0 1243222 19011600
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 6 ungated ungated 0.9510641 0.9066942 1.0000000 1.0000000 18254960 20254822 0.9012649 18254960 1878575 0 121287
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.0044650 0.0071483 0.0032464 0.0032464 267066 20817600 0.0128289 867 120420 266199 20430114
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 2 HSPCs HSPCs NA NA 0.0000000 0.0000000 202543 20817600 0.0097294 0 0 202543 20615057
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 3 Mast_cells Mast_cells NA NA 0.0000000 0.0000000 3552 20817600 0.0001706 0 0 3552 20814048
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 4 Monocytes Monocytes NA NA 0.0000000 0.0000000 303693 20817600 0.0145883 0 0 303693 20513907
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5 T_Lymphocytes T_Lymphocytes NA 0.0000000 0.0000000 0.0000000 1277273 20817600 0.0613554 0 2 1277273 19540325
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 6 ungated ungated 0.9510174 0.9066094 0.9999999 0.9999999 18763473 20817600 0.9013274 18763471 1932840 2 121287
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.0044778 0.0071483 0.0032600 0.0032600 265954 20273915 0.0131180 867 120420 265087 19887541
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 2 HSPCs HSPCs NA NA 0.0000000 0.0000000 189377 20273915 0.0093409 0 0 189377 20084538
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 3 Mast_cells Mast_cells NA NA 0.0000000 0.0000000 3421 20273915 0.0001687 0 0 3421 20270494
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 4 Monocytes Monocytes NA NA 0.0000000 0.0000000 276189 20273915 0.0136229 0 0 276189 19997726
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 5 T_Lymphocytes T_Lymphocytes NA NA 0.0000000 0.0000000 1263273 20273915 0.0623103 0 0 1263273 19010642
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 6 ungated ungated 0.9511577 0.9068644 1.0000000 1.0000000 18275701 20273915 0.9014392 18275701 1876927 0 121287
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.5459676 0.3790947 0.9752695 0.9752695 257415 20668387 0.0124545 251049 411184 6366 19999788
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 2 HSPCs HSPCs 0.3330225 0.7518557 0.2138783 0.2138783 190384 20668387 0.0092114 40719 13439 149665 20464564
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 3 Mast_cells Mast_cells NA NA 0.0000000 0.0000000 3493 20668387 0.0001690 0 0 3493 20664894
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 4 Monocytes Monocytes 0.6951544 0.5628126 0.9088693 0.9088693 297375 20668387 0.0143879 270275 209947 27100 20161065
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.8756502 0.8703247 0.8810412 0.8810412 1240455 20668387 0.0600170 1092892 162837 147563 19265095
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 6 ungated ungated 0.9767633 0.9891824 0.9646521 0.9646521 18679265 20668387 0.9037602 18018992 197053 660273 1792069
dataset_name-flowcyt_seed-42 lda num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.4912309 0.3381229 0.8977458 0.8977458 237428 20333767 0.0116765 213150 417242 24278 19679097
dataset_name-flowcyt_seed-42 lda num-1 run0 2 HSPCs HSPCs 0.5348916 0.4811783 0.6021036 0.6021036 189391 20333767 0.0093141 114033 122954 75358 20021422
dataset_name-flowcyt_seed-42 lda num-1 run0 3 Mast_cells Mast_cells 0.6122285 0.4747349 0.8618347 0.8618347 3532 20333767 0.0001737 3044 3368 488 20326867
dataset_name-flowcyt_seed-42 lda num-1 run0 4 Monocytes Monocytes 0.6225412 0.6164734 0.6287296 0.6287296 293293 20333767 0.0144239 184402 114722 108891 19925752
dataset_name-flowcyt_seed-42 lda num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.6811021 0.6385820 0.7296885 0.7296885 978264 20333767 0.0481103 713828 404005 264436 18951498
dataset_name-flowcyt_seed-42 lda num-1 run0 6 ungated ungated 0.9591216 0.9747722 0.9439656 0.9439656 18631859 20333767 0.9163014 17587834 455185 1044025 1246723
dataset_name-flowcyt_seed-42 lda num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.4578177 0.3509808 0.6581577 0.6581577 215930 19937763 0.0108302 142116 262795 73814 19459038
dataset_name-flowcyt_seed-42 lda num-2 run0 2 HSPCs HSPCs 0.5014703 0.4613932 0.5491721 0.5491721 191745 19937763 0.0096172 105301 122923 86444 19623095
dataset_name-flowcyt_seed-42 lda num-2 run0 3 Mast_cells Mast_cells 0.3551145 0.2183707 0.9500141 0.9500141 3541 19937763 0.0001776 3364 12041 177 19922181
dataset_name-flowcyt_seed-42 lda num-2 run0 4 Monocytes Monocytes 0.6371393 0.5571531 0.7439411 0.7439411 297416 19937763 0.0149172 221260 175866 76156 19464481
dataset_name-flowcyt_seed-42 lda num-2 run0 5 T_Lymphocytes T_Lymphocytes 0.7020241 0.5860630 0.8751938 0.8751938 1182209 19937763 0.0592950 1034662 730783 147547 18024771
dataset_name-flowcyt_seed-42 lda num-2 run0 6 ungated ungated 0.9528726 0.9784731 0.9285776 0.9285776 18046922 19937763 0.9051628 16757968 368684 1288954 1522157
dataset_name-flowcyt_seed-42 lda num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.4956518 0.3614089 0.7885553 0.7885553 249862 20554679 0.0121560 197030 348142 52832 19956675
dataset_name-flowcyt_seed-42 lda num-3 run0 2 HSPCs HSPCs 0.4245585 0.4461985 0.4049204 0.4049204 200269 20554679 0.0097432 81093 100649 119176 20253761
dataset_name-flowcyt_seed-42 lda num-3 run0 3 Mast_cells Mast_cells 0.7043219 0.7451908 0.6677027 0.6677027 3539 20554679 0.0001722 2363 808 1176 20550332
dataset_name-flowcyt_seed-42 lda num-3 run0 4 Monocytes Monocytes 0.6535404 0.5907735 0.7312300 0.7312300 296391 20554679 0.0144196 216730 150128 79661 20108160
dataset_name-flowcyt_seed-42 lda num-3 run0 5 T_Lymphocytes T_Lymphocytes 0.6922488 0.5794550 0.8595680 0.8595680 1194799 20554679 0.0581278 1027011 745363 167788 18614517
dataset_name-flowcyt_seed-42 lda num-3 run0 6 ungated ungated 0.9521646 0.9770506 0.9285148 0.9285148 18609819 20554679 0.9053812 17279493 405869 1330326 1538991
dataset_name-flowcyt_seed-42 lda num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.5370240 0.3744446 0.9491211 0.9491211 246114 19931427 0.0123480 233592 390244 12522 19295069
dataset_name-flowcyt_seed-42 lda num-4 run0 2 HSPCs HSPCs 0.5009922 0.5034138 0.4985938 0.4985938 178492 19931427 0.0089553 88995 87788 89497 19665147
dataset_name-flowcyt_seed-42 lda num-4 run0 3 Mast_cells Mast_cells 0.6082848 0.4869810 0.8100673 0.8100673 3417 19931427 0.0001714 2768 2916 649 19925094
dataset_name-flowcyt_seed-42 lda num-4 run0 4 Monocytes Monocytes 0.6495059 0.5099378 0.8942622 0.8942622 271237 19931427 0.0136085 242557 233103 28680 19427087
dataset_name-flowcyt_seed-42 lda num-4 run0 5 T_Lymphocytes T_Lymphocytes 0.7246570 0.6220331 0.8678334 0.8678334 1214051 19931427 0.0609114 1053594 640197 160457 18077179
dataset_name-flowcyt_seed-42 lda num-4 run0 6 ungated ungated 0.9536845 0.9835635 0.9255674 0.9255674 18018116 19931427 0.9040053 16676981 278692 1341135 1634619
dataset_name-flowcyt_seed-42 lda num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.4819673 0.3453583 0.7973746 0.7973746 217875 20343658 0.0107097 173728 329309 44147 19796474
dataset_name-flowcyt_seed-42 lda num-5 run0 2 HSPCs HSPCs 0.4174940 0.4971696 0.3598285 0.3598285 179152 20343658 0.0088063 64464 65198 114688 20099308
dataset_name-flowcyt_seed-42 lda num-5 run0 3 Mast_cells Mast_cells 0.6111111 0.4848024 0.8264249 0.8264249 3474 20343658 0.0001708 2871 3051 603 20337133
dataset_name-flowcyt_seed-42 lda num-5 run0 4 Monocytes Monocytes 0.6458839 0.6197810 0.6742823 0.6742823 288879 20343658 0.0142000 194786 119496 94093 19935283
dataset_name-flowcyt_seed-42 lda num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.6720323 0.5395374 0.8907831 0.8907831 1170149 20343658 0.0575191 1042349 889582 127800 18283927
dataset_name-flowcyt_seed-42 lda num-5 run0 6 ungated ungated 0.9511517 0.9790808 0.9247717 0.9247717 18484129 20343658 0.9085942 17093600 365224 1390529 1494305
dataset_name-flowcyt_seed-42 random num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.0226507 0.0121603 0.1649520 0.1649520 259336 21044883 0.0123230 42778 3475074 216558 17310473
dataset_name-flowcyt_seed-42 random num-1 run0 2 HSPCs HSPCs 0.0183367 0.0096997 0.1673554 0.1673554 202796 21044883 0.0096364 33939 3465024 168857 17377063
dataset_name-flowcyt_seed-42 random num-1 run0 3 Mast_cells Mast_cells 0.0003385 0.0001694 0.1661538 0.1661538 3575 21044883 0.0001699 594 3505219 2981 17536089
dataset_name-flowcyt_seed-42 random num-1 run0 4 Monocytes Monocytes 0.0266096 0.0144626 0.1661989 0.1661989 304286 21044883 0.0144589 50572 3446173 253714 17294424
dataset_name-flowcyt_seed-42 random num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.0891454 0.0608291 0.1667843 0.1667843 1282093 21044883 0.0609218 213833 3301474 1068260 16461316
dataset_name-flowcyt_seed-42 random num-1 run0 6 ungated ungated 0.2814891 0.9022769 0.1667566 0.1667566 18992797 21044883 0.9024900 3167175 343028 15825622 1709058
dataset_name-flowcyt_seed-42 random num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.0231122 0.0124269 0.1649236 0.1649236 255106 20254822 0.0125948 42073 3343576 213033 16656140
dataset_name-flowcyt_seed-42 random num-2 run0 2 HSPCs HSPCs 0.0185104 0.0097976 0.1671810 0.1671810 197361 20254822 0.0097439 32995 3334670 164366 16722791
dataset_name-flowcyt_seed-42 random num-2 run0 3 Mast_cells Mast_cells 0.0003469 0.0001737 0.1654900 0.1654900 3541 20254822 0.0001748 586 3373958 2955 16877323
dataset_name-flowcyt_seed-42 random num-2 run0 4 Monocytes Monocytes 0.0272327 0.0148328 0.1660302 0.1660302 300632 20254822 0.0148425 49914 3315188 250718 16639002
dataset_name-flowcyt_seed-42 random num-2 run0 5 T_Lymphocytes T_Lymphocytes 0.0896424 0.0612910 0.1667980 0.1667980 1243222 20254822 0.0613791 207367 3175950 1035855 15835650
dataset_name-flowcyt_seed-42 random num-2 run0 6 ungated ungated 0.2814345 0.9010408 0.1667605 0.1667605 18254960 20254822 0.9012649 3044207 334338 15210753 1665524
dataset_name-flowcyt_seed-42 random num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.0235323 0.0126692 0.1650753 0.1650753 267066 20817600 0.0128289 44086 3435691 222980 17114843
dataset_name-flowcyt_seed-42 random num-3 run0 2 HSPCs HSPCs 0.0184864 0.0097841 0.1671941 0.1671941 202543 20817600 0.0097294 33864 3427254 168679 17187803
dataset_name-flowcyt_seed-42 random num-3 run0 3 Mast_cells Mast_cells 0.0003387 0.0001695 0.1655405 0.1655405 3552 20817600 0.0001706 588 3467552 2964 17346496
dataset_name-flowcyt_seed-42 random num-3 run0 4 Monocytes Monocytes 0.0268300 0.0145928 0.1662073 0.1662073 303693 20817600 0.0145883 50476 3408491 253217 17105416
dataset_name-flowcyt_seed-42 random num-3 run0 5 T_Lymphocytes T_Lymphocytes 0.0896189 0.0612687 0.1668007 0.1668007 1277273 20817600 0.0613554 213050 3264256 1064223 16276071
dataset_name-flowcyt_seed-42 random num-3 run0 6 ungated ungated 0.2814321 0.9011134 0.1667564 0.1667564 18763473 20817600 0.9013274 3128929 343363 15634544 1710764
dataset_name-flowcyt_seed-42 random num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.0240382 0.0129624 0.1651714 0.1651714 265954 20273915 0.0131180 43928 3344962 222026 16662999
dataset_name-flowcyt_seed-42 random num-4 run0 2 HSPCs HSPCs 0.0178096 0.0094051 0.1674015 0.1674015 189377 20273915 0.0093409 31702 3339022 157675 16745516
dataset_name-flowcyt_seed-42 random num-4 run0 3 Mast_cells Mast_cells 0.0003330 0.0001667 0.1645718 0.1645718 3421 20273915 0.0001687 563 3377182 2858 16893312
dataset_name-flowcyt_seed-42 random num-4 run0 4 Monocytes Monocytes 0.0252350 0.0136521 0.1664947 0.1664947 276189 20273915 0.0136229 45984 3322294 230205 16675432
dataset_name-flowcyt_seed-42 random num-4 run0 5 T_Lymphocytes T_Lymphocytes 0.0906453 0.0622293 0.1668214 0.1668214 1263273 20273915 0.0623103 210741 3175781 1052532 15834861
dataset_name-flowcyt_seed-42 random num-4 run0 6 ungated ungated 0.2814436 0.9012111 0.1667611 0.1667611 18275701 20273915 0.9014392 3047676 334080 15228025 1664134
dataset_name-flowcyt_seed-42 random num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.0228729 0.0122886 0.1649282 0.1649282 257415 20668387 0.0124545 42455 3412379 214960 16998593
dataset_name-flowcyt_seed-42 random num-5 run0 2 HSPCs HSPCs 0.0175801 0.0092771 0.1674405 0.1674405 190384 20668387 0.0092114 31878 3404340 158506 17073663
dataset_name-flowcyt_seed-42 random num-5 run0 3 Mast_cells Mast_cells 0.0003348 0.0001676 0.1651875 0.1651875 3493 20668387 0.0001690 577 3442858 2916 17222036
dataset_name-flowcyt_seed-42 random num-5 run0 4 Monocytes Monocytes 0.0264572 0.0143741 0.1659891 0.1659891 297375 20668387 0.0143879 49361 3384656 248014 16986356
dataset_name-flowcyt_seed-42 random num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.0881883 0.0599379 0.1668106 0.1668106 1240455 20668387 0.0600170 206921 3245333 1033534 16182599
dataset_name-flowcyt_seed-42 random num-5 run0 6 ungated ungated 0.2815598 0.9035259 0.1667636 0.1667636 18679265 20668387 0.9037602 3115022 332607 15564243 1656515

Run-level Metrics

dataset model crossvalidation run_id n_cells f1_macro precision_macro recall_macro accuracy mcc pop_freq_corr overlap runtime_seconds scalability_seconds_per_item throughput_events_per_sec
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2828901 0.7335157 0.7559645 0.6835958 0.8228566 0.8019657 0.9878676 0.9200000 3.5174768 1.2e-06 804241.5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2768169 0.7236484 0.8053600 0.6386719 0.8243326 0.8038608 0.9706405 0.8800000 3.9816136 1.4e-06 695238.0
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2830864 0.7110246 0.7264353 0.5924259 0.7748094 0.7509600 0.9315730 0.8000000 2.8976592 1.0e-06 976948.6
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2817387 0.6873069 0.7270290 0.5883712 0.7669738 0.7428443 0.9215310 0.8400000 2.7123460 1.0e-06 1038727.0
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2800058 0.7403914 0.7785884 0.6101132 0.8337534 0.8134725 0.9824542 0.8800000 3.0345846 1.1e-06 922715.4
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2828901 0.5639236 0.5637123 0.6200109 0.6685253 0.6470502 0.7680143 0.9200000 2.8295570 1.0e-06 999768.2
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2768169 0.5683277 0.5714490 0.6387308 0.6867601 0.6653534 0.7881917 0.9600000 3.5054160 1.3e-06 789683.4
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2830864 0.6151291 0.5987587 0.5678831 0.6753645 0.6497466 0.8160426 0.8000000 5.0720210 1.8e-06 558133.3
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2817387 0.6332996 0.6419373 0.5885768 0.7251964 0.7005017 0.8795444 0.8400000 2.7215942 1.0e-06 1035197.3
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2800058 0.5965553 0.6055854 0.5676943 0.6886232 0.6609985 0.8758762 0.8800000 3.4159487 1.2e-06 819701.4
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2828901 0.6657335 0.7045621 0.6192151 0.7771004 0.7506691 0.9854227 0.9200000 3.7500147 1.3e-06 754370.6
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2768169 0.6554023 0.7411882 0.6052541 0.7964156 0.7734605 0.9563923 0.9200000 3.1387526 1.1e-06 881932.8
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2830864 0.6476334 0.6847833 0.5267199 0.7508743 0.7231325 0.9364202 0.8000000 3.9950522 1.4e-06 708592.5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2817387 0.5963650 0.6875768 0.5006769 0.7244802 0.6937386 0.9221453 0.8400000 3.1278347 1.1e-06 900746.8
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2800058 0.6759056 0.7382883 0.5862957 0.8181252 0.7953990 0.9874569 0.8800000 3.3403258 1.2e-06 838258.9
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2383256 0.5256384 0.5149226 0.5902410 0.6796756 0.6435262 0.9190254 0.9200000 3.4726360 1.5e-06 686295.9
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2354472 0.4716934 0.4699671 0.5007845 0.6508338 0.6118113 0.9132859 0.9600000 3.9815475 1.7e-06 591346.0
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2533024 0.5132019 0.4962583 0.4646324 0.6382265 0.5983427 0.9142186 0.8000000 4.6026859 1.8e-06 550336.1
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2351465 0.4849242 0.4896108 0.4721149 0.6239910 0.5798648 0.9414703 0.8400000 3.2502696 1.4e-06 723467.7
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2296980 0.5187829 0.5196412 0.5211477 0.6626096 0.6208421 0.9335965 0.8800000 3.5163146 1.5e-06 653235.1
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2828901 0.0318165 0.0433178 0.0401473 0.0433614 -0.0001127 0.2174717 0.9200000 2.6042342 9.0e-07 1086269.8
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2768169 0.0299514 0.0415789 0.0397447 0.0416651 -0.0000393 0.1552922 0.9600000 2.6705825 1.0e-06 1036541.3
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2830864 0.0362830 0.0464953 0.0400843 0.0465134 0.0000743 0.2395174 0.8000000 2.6049091 9.0e-07 1086741.9
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2817387 0.0339380 0.0443919 0.0403500 0.0443326 0.0000741 0.1809576 0.8400000 2.2879035 8.0e-07 1231427.4
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2800058 0.0340263 0.0452701 0.0399243 0.0451823 -0.0000850 0.2655828 0.8800000 2.2995643 8.0e-07 1217647.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1536957 0.9788134 0.9784706 0.9792033 0.9884662 0.9843136 0.9999709 1.0000000 0.5632418 4.0e-07 2728769.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1356644 0.9859515 0.9875265 0.9844493 0.9918696 0.9889195 0.9999738 1.0000000 0.6742799 5.0e-07 2011989.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1408466 0.9824110 0.9856871 0.9794696 0.9907062 0.9870854 0.9999314 1.0000000 1.1601303 8.0e-07 1214058.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1421911 0.9848622 0.9869860 0.9828729 0.9923589 0.9893510 0.9999688 1.0000000 1.0824243 8.0e-07 1313635.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1404771 0.9882682 0.9898873 0.9867210 0.9933356 0.9910907 0.9999798 1.0000000 1.3131595 9.0e-07 1069764.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1536957 0.8986466 0.9080775 0.8911529 0.9325167 0.9087795 0.9978286 1.0000000 1.1720263 8.0e-07 1311367.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1356644 0.7938851 0.8478150 0.7600118 0.8511946 0.8050156 0.9605947 1.0000000 0.6366253 5.0e-07 2130993.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1408466 0.7593856 0.8439515 0.7373419 0.8233568 0.7657640 0.9466732 1.0000000 1.6234626 1.2e-06 867569.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1421911 0.8815315 0.9080976 0.8775507 0.9251423 0.8981301 0.9886849 1.0000000 1.3834665 1.0e-06 1027788.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1404771 0.9189665 0.9279480 0.9131625 0.9428149 0.9243288 0.9964074 1.0000000 2.0070886 1.4e-06 699904.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1536957 0.8290010 0.8834174 0.8358306 0.9346137 0.9123358 0.9878225 1.0000000 0.9428440 6.0e-07 1630128.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1356644 0.9310366 0.9443234 0.9204093 0.9621728 0.9483427 0.9995994 1.0000000 0.9020912 7.0e-07 1503887.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1408466 0.9418936 0.9467625 0.9382577 0.9633608 0.9489994 0.9993563 1.0000000 1.6479535 1.2e-06 854675.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1421911 0.9441187 0.9427787 0.9479835 0.9682638 0.9558405 0.9989973 1.0000000 1.0606889 7.0e-07 1340554.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1404771 0.8215030 0.8695212 0.8317028 0.9422319 0.9240763 0.9868599 1.0000000 1.3548435 1.0e-06 1036851.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1474730 0.8381507 0.8496061 0.8360398 0.9264313 0.8991079 0.9968204 1.0000000 1.0980290 7.0e-07 1343070.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1277454 0.7953271 0.8226323 0.7807490 0.8966272 0.8553937 0.9936120 1.0000000 0.9104075 7.0e-07 1403167.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1336985 0.7708132 0.8392424 0.7308850 0.8654001 0.8056892 0.9987549 1.0000000 1.4933696 1.1e-06 895280.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1366285 0.7797132 0.8308122 0.7438148 0.8673527 0.8093712 0.9980795 1.0000000 1.5021143 1.1e-06 909574.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1306981 0.8314157 0.8500004 0.8242330 0.9285575 0.9023502 0.9961762 1.0000000 2.2840911 1.7e-06 572210.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1536957 0.1489132 0.1662378 0.1661402 0.1664438 -0.0005483 0.3389063 1.0000000 0.9416536 6.0e-07 1632189.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1356644 0.1483342 0.1663333 0.1664643 0.1664423 -0.0004282 0.1727474 1.0000000 0.5670222 4.0e-07 2392576.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1408466 0.1472247 0.1668694 0.1666830 0.1671109 0.0002625 0.3795351 1.0000000 1.1187700 8.0e-07 1258941.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1421911 0.1460036 0.1663861 0.1661508 0.1662432 -0.0003611 -0.2274136 1.0000000 0.6644355 5.0e-07 2140028.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1404771 0.1501866 0.1664300 0.1664958 0.1664798 -0.0003007 0.0922243 1.0000000 1.8001483 1.3e-06 780364.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1536957 0.8566528 0.9431025 0.8552857 0.9465027 0.9283162 0.9907835 1.0000000 1.8715313 1.2e-06 821229.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1471041 0.8218712 0.9266891 0.8331812 0.9353995 0.9158574 0.9870537 1.0000000 1.2063976 8.0e-07 1219366.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1356644 0.8980003 0.9564011 0.8805028 0.9524776 0.9355303 0.9971687 1.0000000 0.9912178 7.0e-07 1368663.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1421911 0.9376500 0.9495448 0.9295286 0.9695227 0.9575450 0.9993625 1.0000000 1.0235275 7.0e-07 1389226.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1408466 0.8965680 0.9356604 0.8764348 0.9431900 0.9208755 0.9982749 1.0000000 2.0478502 1.5e-06 687777.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1536957 0.9027061 0.9106681 0.8960563 0.9325856 0.9092001 0.9983120 1.0000000 1.5000314 1.0e-06 1024616.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1471041 0.9115904 0.9370390 0.8958914 0.9420200 0.9238775 0.9958278 1.0000000 0.7528836 5.0e-07 1953875.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 1356644 0.7670030 0.8503449 0.7481566 0.8509078 0.8048332 0.9553388 1.0000000 1.1045263 8.0e-07 1228258.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1421911 0.8175273 0.8883646 0.7809030 0.8793947 0.8394978 0.9685804 1.0000000 1.2439607 9.0e-07 1143051.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1408466 0.7771699 0.8616598 0.7726314 0.8359059 0.7859950 0.9380911 1.0000000 1.6131219 1.1e-06 873130.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1536957 0.5493028 0.6939902 0.5989474 0.6812624 0.5985677 0.7593586 1.0000000 1.8264816 1.2e-06 841485.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1471041 0.5309693 0.6393216 0.5310813 0.6825303 0.5704180 0.9732105 1.0000000 1.2975402 9.0e-07 1133715.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1356644 0.4805324 0.6083696 0.5515116 0.6534802 0.5572267 0.7578420 1.0000000 2.6642054 2.0e-06 509211.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1421911 0.5267265 0.6176506 0.5713798 0.5788752 0.4931777 0.5289527 1.0000000 0.8501113 6.0e-07 1672617.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1408466 0.6134078 0.7276195 0.5888074 0.7591025 0.6580411 0.9882952 1.0000000 1.8266590 1.3e-06 771061.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 1394134 0.8120685 0.8172349 0.8115376 0.9152556 0.8821540 0.9979381 1.0000000 1.7162713 1.2e-06 812304.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 1381663 0.7936460 0.8232990 0.7853999 0.9013993 0.8663358 0.9945390 1.0000000 1.7347266 1.3e-06 796473.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1295398 0.7765677 0.7965669 0.7656796 0.8792603 0.8322333 0.9927648 1.0000000 1.1881933 9.0e-07 1090225.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 1364702 0.7586627 0.8249414 0.7156712 0.8521787 0.7873404 0.9977512 1.0000000 1.3718356 1.0e-06 994800.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 1348638 0.7684477 0.8193940 0.7443513 0.8729103 0.8178771 0.9960840 1.0000000 1.0078365 7.0e-07 1338151.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1536957 0.1490982 0.1664294 0.1664988 0.1665369 -0.0003046 0.1783847 1.0000000 1.2498175 8.0e-07 1229745.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1471041 0.1523393 0.1668954 0.1670517 0.1669573 0.0002878 0.1198145 1.0000000 0.7557521 5.0e-07 1946459.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 1356644 0.1483304 0.1663984 0.1664104 0.1664593 -0.0003419 0.0937224 1.0000000 1.2146518 9.0e-07 1116899.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1421911 0.1461831 0.1664354 0.1665476 0.1665575 -0.0002987 0.1920265 1.0000000 0.9911823 7.0e-07 1434560.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 1408466 0.1470831 0.1666028 0.1666159 0.1667921 -0.0000825 0.2982063 1.0000000 1.2775938 9.0e-07 1102436.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1536957 0.9658238 0.9684357 0.9633243 0.9814510 0.9747479 0.9999766 1.0000000 1.1776087 8.0e-07 1305150.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1471041 0.9625982 0.9699873 0.9566284 0.9795342 0.9729155 0.9996572 1.0000000 0.9181993 6.0e-07 1602093.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1356644 0.9524187 0.9702684 0.9398864 0.9756686 0.9668535 0.9995303 1.0000000 0.5551471 4.0e-07 2443755.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1421911 0.9709401 0.9745778 0.9678213 0.9858585 0.9803040 0.9998847 1.0000000 0.9739849 7.0e-07 1459890.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 1408466 0.9683430 0.9752015 0.9627553 0.9836581 0.9772945 0.9997702 1.0000000 1.5044887 1.1e-06 936175.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1536957 0.9145930 0.9216948 0.9086135 0.9410107 0.9205027 0.9985174 1.0000000 1.0921949 7.0e-07 1407218.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 1471041 0.7798418 0.8472129 0.7599580 0.8160065 0.7707257 0.9242385 1.0000000 1.0978529 7.0e-07 1339925.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1356644 0.8110994 0.8744718 0.7729251 0.8580615 0.8151357 0.9570763 1.0000000 1.0325574 8.0e-07 1313867.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1421911 0.8791674 0.9065314 0.8764363 0.9255326 0.8986873 0.9879761 1.0000000 0.7562304 5.0e-07 1880261.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1408466 0.8031579 0.8718562 0.7906539 0.8519687 0.8060228 0.9509772 1.0000000 1.4578636 1.0e-06 966116.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1536957 0.2058241 0.3293205 0.1666685 0.4465981 0.0012861 0.9791709 0.8333333 2.3853166 1.6e-06 644340.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1471041 0.7731479 0.8386140 0.7845445 0.8942742 0.8603756 0.9885661 1.0000000 0.8695796 6.0e-07 1691669.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 1356644 0.8092724 0.8240434 0.7975420 0.8902394 0.8490635 0.9992885 1.0000000 0.5649303 4.0e-07 2401436.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1421911 0.7445689 0.8154501 0.7540891 0.8841622 0.8390004 0.9870261 1.0000000 1.0132910 7.0e-07 1403260.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 1408466 0.7458174 0.8660401 0.7437371 0.8789215 0.8304715 0.9954533 1.0000000 1.4810583 1.1e-06 950986.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1487478 0.8351245 0.8440584 0.8339285 0.9209098 0.8920843 0.9962531 1.0000000 1.7615616 1.2e-06 844408.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1378493 0.8010661 0.8289779 0.7963298 0.9089883 0.8770230 0.9937856 1.0000000 1.2798348 9.0e-07 1077086.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1286106 0.7951720 0.8183485 0.7822544 0.8936915 0.8518932 0.9930844 1.0000000 1.3806258 1.1e-06 931538.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1368039 0.7774944 0.8282505 0.7411334 0.8636143 0.8040695 0.9977467 1.0000000 1.0443056 8.0e-07 1309998.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1343879 0.7784796 0.8396236 0.7424196 0.8706900 0.8139618 0.9985163 1.0000000 1.3445594 1.0e-06 999493.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1536957 0.1489268 0.1665421 0.1665124 0.1660534 -0.0001607 -0.8007254 1.0000000 1.6430491 1.1e-06 935429.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1471041 0.1521661 0.1669879 0.1670163 0.1665487 0.0004054 -0.8461096 1.0000000 0.7627657 5.0e-07 1928562.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1356644 0.1485226 0.1668237 0.1667238 0.1663531 0.0001991 -0.7335041 1.0000000 0.6471114 5.0e-07 2096461.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1421911 0.1462466 0.1667635 0.1668852 0.1662692 0.0001241 -0.7774726 1.0000000 0.5031919 4.0e-07 2825782.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1408466 0.1465119 0.1664433 0.1663273 0.1659167 -0.0002884 -0.8294827 1.0000000 1.1050109 8.0e-07 1274617.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1536957 0.9765047 0.9758190 0.9772781 0.9871844 0.9825729 0.9999541 1.0000000 1.7696542 1.2e-06 868507.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1471041 0.9779889 0.9818794 0.9745668 0.9875877 0.9835771 0.9998565 1.0000000 0.8053207 5.0e-07 1826652.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1356644 0.9815454 0.9829065 0.9802333 0.9895942 0.9858151 0.9999780 1.0000000 1.2452127 9.0e-07 1089487.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1421911 0.9795473 0.9824125 0.9769325 0.9899755 0.9860307 0.9999443 1.0000000 0.6101362 4.0e-07 2330481.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1408466 0.9785476 0.9820566 0.9754444 0.9888233 0.9844696 0.9999118 1.0000000 1.3018731 9.0e-07 1081876.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1536957 0.9019371 0.9117413 0.8935297 0.9348277 0.9118466 0.9981629 1.0000000 1.7378720 1.1e-06 884390.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 1471041 0.7696015 0.8478847 0.7545064 0.8114825 0.7661002 0.9109281 1.0000000 1.3593372 9.0e-07 1082175.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1356644 0.7934737 0.8457605 0.7598289 0.8505312 0.8041133 0.9612645 1.0000000 0.6531975 5.0e-07 2076927.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1421911 0.8814082 0.9081216 0.8772432 0.9249890 0.8979156 0.9886731 1.0000000 0.7933855 6.0e-07 1792206.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1408466 0.7620848 0.8446774 0.7391103 0.8247327 0.7675028 0.9476418 1.0000000 1.6919530 1.2e-06 832449.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1536957 0.8305671 0.8755593 0.8369155 0.9284430 0.9042554 0.9855642 1.0000000 2.3072825 1.5e-06 666133.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 1471041 0.7834311 0.8939506 0.8054827 0.9169085 0.8917230 0.9811043 1.0000000 1.0598169 7.0e-07 1388014.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 1356644 0.8239533 0.8571258 0.8302433 0.9253010 0.8994903 0.9875754 1.0000000 0.6375937 5.0e-07 2127756.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1421911 0.8880271 0.8909467 0.8862981 0.9427897 0.9201405 0.9992009 1.0000000 1.3127003 9.0e-07 1083195.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1408466 0.8575432 0.8996639 0.8397340 0.9266777 0.8978279 0.9970242 1.0000000 1.5645176 1.1e-06 900255.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1473864 0.8408636 0.8511587 0.8388831 0.9268277 0.8996219 0.9969685 1.0000000 1.5157886 1.0e-06 972341.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1394404 0.8042446 0.8261443 0.7957553 0.9036535 0.8699232 0.9950769 1.0000000 1.2823939 9.0e-07 1087344.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1266355 0.8042969 0.8335385 0.7884038 0.9017803 0.8621617 0.9941036 1.0000000 1.8716699 1.5e-06 676591.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1365149 0.7839255 0.8320387 0.7496953 0.8711034 0.8147396 0.9981502 1.0000000 3.3100407 2.4e-06 412426.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1334086 0.7658649 0.8405247 0.7231777 0.8611229 0.7992929 0.9987070 1.0000000 1.0289156 8.0e-07 1296594.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 1536957 0.1494632 0.1668944 0.1668670 0.1670574 0.0002921 0.2662461 1.0000000 1.2973727 8.0e-07 1184668.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1471041 0.1519477 0.1665869 0.1665698 0.1666765 -0.0001003 0.1721558 1.0000000 1.5108523 1.0e-06 973649.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1356644 0.1482397 0.1664611 0.1661344 0.1665352 -0.0002627 0.1156532 1.0000000 0.9142215 7.0e-07 1483933.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1421911 0.1459001 0.1665083 0.1663545 0.1659886 -0.0002067 -0.8166021 1.0000000 0.5313800 4.0e-07 2675883.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 1408466 0.1470069 0.1667058 0.1666586 0.1668226 0.0000521 0.1820780 1.0000000 1.1859609 8.0e-07 1187615.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1536957 0.9558620 0.9589602 0.9529512 0.9762648 0.9676820 0.9999619 1.0000000 2.2288957 1.5e-06 689559.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 1471041 0.9549657 0.9687539 0.9452169 0.9758668 0.9680886 0.9992739 1.0000000 3.8865336 2.6e-06 378496.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1356644 0.9401974 0.9630050 0.9258802 0.9699560 0.9590768 0.9993194 1.0000000 0.8454330 6.0e-07 1604673.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1421911 0.9633213 0.9713004 0.9571319 0.9824659 0.9755883 0.9996874 1.0000000 1.3116381 9.0e-07 1084072.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 1408466 0.9638206 0.9705640 0.9587404 0.9813229 0.9740818 0.9996116 1.0000000 1.5520052 1.1e-06 907513.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1536957 0.8886656 0.8984193 0.8843984 0.9246928 0.8986995 0.9958971 1.0000000 3.1547116 2.1e-06 487194.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1471041 0.7926550 0.8665740 0.7638094 0.8233979 0.7805941 0.9182328 1.0000000 1.0136098 7.0e-07 1451289.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1356644 0.8224213 0.8761406 0.7917602 0.8596271 0.8190774 0.9539542 1.0000000 0.9146268 7.0e-07 1483276.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1421911 0.8388037 0.9199452 0.7953712 0.8871913 0.8512077 0.9641502 1.0000000 0.9627716 7.0e-07 1476893.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1408466 0.7678177 0.8464452 0.7443127 0.8288024 0.7726027 0.9508268 1.0000000 1.7685058 1.3e-06 796415.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1536957 0.6752965 0.7127394 0.7001545 0.8173423 0.7639982 0.8994001 1.0000000 2.3996928 1.6e-06 640480.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 1471041 0.7265996 0.7722565 0.7332158 0.8516894 0.8057423 0.9662442 1.0000000 1.2748102 9.0e-07 1153929.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 1356644 0.7458810 0.7681178 0.7565296 0.8634771 0.8151392 0.9833771 1.0000000 1.1739444 9.0e-07 1155628.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1421911 0.7311448 0.7978971 0.7249984 0.8565986 0.7976833 0.9951772 1.0000000 0.7541630 5.0e-07 1885416.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 1408466 0.7690524 0.7932729 0.7583771 0.8467702 0.7855800 0.9914097 1.0000000 2.0593998 1.5e-06 683920.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1489534 0.8312807 0.8395616 0.8299960 0.9200904 0.8907641 0.9970944 1.0000000 5.9606991 4.0e-06 249892.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1391385 0.8010608 0.8247893 0.7935029 0.9016246 0.8674306 0.9930168 1.0000000 2.9655786 2.1e-06 469178.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1290216 0.7810091 0.8070227 0.7679372 0.8838450 0.8385250 0.9907948 1.0000000 0.9253993 7.0e-07 1394226.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1368401 0.7881468 0.8313302 0.7562072 0.8723174 0.8168585 0.9981362 1.0000000 1.5611669 1.1e-06 876524.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1345568 0.7620424 0.8321925 0.7200993 0.8552686 0.7917576 0.9984428 1.0000000 1.1168085 8.0e-07 1204833.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 1536957 0.1496944 0.1671157 0.1670917 0.1672669 0.0005744 0.2473304 1.0000000 1.3277658 9.0e-07 1157551.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 1471041 0.1519613 0.1665976 0.1665687 0.1666990 -0.0000877 0.1959986 1.0000000 1.8969515 1.3e-06 775476.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1356644 0.1485226 0.1668237 0.1667238 0.1663531 0.0001991 -0.7335041 1.0000000 0.5445463 4.0e-07 2491329.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1421911 0.1464104 0.1669354 0.1669645 0.1664317 0.0003471 -0.7932201 1.0000000 0.5872210 4.0e-07 2421423.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1408466 0.1469130 0.1666326 0.1665110 0.1667601 -0.0000440 0.2009115 1.0000000 1.3544879 1.0e-06 1039851.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1536957 0.9754012 0.9766944 0.9741432 0.9865644 0.9817179 0.9999822 1.0000000 1.2290515 8.0e-07 1250522.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1471041 0.9731355 0.9786016 0.9685302 0.9850623 0.9802380 0.9997638 1.0000000 1.5533536 1.1e-06 947009.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 1356644 0.9788173 0.9808108 0.9769333 0.9881701 0.9838744 0.9999664 1.0000000 1.4794252 1.1e-06 917007.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1421911 0.9772292 0.9806901 0.9741261 0.9888312 0.9844374 0.9999234 1.0000000 0.6982422 5.0e-07 2036415.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1408466 0.9765843 0.9802152 0.9733295 0.9878684 0.9831355 0.9999292 1.0000000 1.7897837 1.3e-06 786947.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1536957 0.9122057 0.9196909 0.9060544 0.9398871 0.9188715 0.9984179 1.0000000 1.6590634 1.1e-06 926400.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 1471041 0.7758421 0.8491302 0.7600362 0.8188602 0.7742031 0.9204087 1.0000000 1.1750076 8.0e-07 1251941.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1356644 0.7918555 0.8470526 0.7575256 0.8497196 0.8033552 0.9589156 1.0000000 0.9930023 7.0e-07 1366204.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1421911 0.8782450 0.9077153 0.8738048 0.9234938 0.8959059 0.9877725 1.0000000 1.5650251 1.1e-06 908554.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1408466 0.7603026 0.8440900 0.7379243 0.8237820 0.7663485 0.9469277 1.0000000 1.8431284 1.3e-06 764171.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 1536957 0.8217434 0.8312963 0.8295331 0.9134341 0.8842920 0.9855213 1.0000000 1.2968552 8.0e-07 1185141.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 1471041 0.7954943 0.8391426 0.8077915 0.9097687 0.8816015 0.9846349 1.0000000 1.4565744 1.0e-06 1009931.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1356644 0.7045831 0.8020448 0.7415734 0.8108907 0.7581817 0.8751065 1.0000000 0.9053742 7.0e-07 1498434.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1421911 0.8021381 0.8445170 0.7770692 0.8841285 0.8372072 0.9959734 1.0000000 0.6347957 4.0e-07 2239950.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 1408466 0.8265874 0.8403320 0.8201920 0.9025145 0.8641393 0.9965554 1.0000000 1.6829487 1.2e-06 836903.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1477008 0.8435467 0.8516366 0.8423671 0.9254730 0.8979555 0.9968862 1.0000000 1.6884046 1.1e-06 874795.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1379095 0.8013905 0.8288099 0.7923963 0.9052850 0.8716292 0.9949043 1.0000000 1.7134264 1.2e-06 804875.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1269959 0.8038351 0.8303250 0.7893043 0.9014992 0.8621209 0.9935246 1.0000000 0.8510684 7.0e-07 1492193.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1366113 0.7777388 0.8297813 0.7411771 0.8655814 0.8068175 0.9979406 1.0000000 1.4957192 1.1e-06 913348.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1332954 0.7688201 0.8405533 0.7277624 0.8635407 0.8028037 0.9986574 1.0000000 2.6015934 2.0e-06 512360.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1536957 0.1492524 0.1665576 0.1666738 0.1666768 -0.0001396 0.1960360 1.0000000 1.1392086 7.0e-07 1349144.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1471041 0.1517957 0.1663983 0.1663135 0.1665915 -0.0003377 0.3711602 1.0000000 0.9722461 7.0e-07 1513033.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1356644 0.1485025 0.1666510 0.1663867 0.1668079 -0.0000200 0.2453611 1.0000000 0.9129084 7.0e-07 1486068.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1421911 0.1461491 0.1666910 0.1667736 0.1661757 0.0000302 -0.8104624 1.0000000 0.6993820 5.0e-07 2033096.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1408466 0.1468418 0.1665674 0.1664230 0.1667019 -0.0001278 0.2113717 1.0000000 1.0899794 8.0e-07 1292195.1
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3804850 0.9809393 0.9792411 0.9830838 0.9911721 0.9882291 0.9998859 1.0000000 5.0593683 1.3e-06 752040.5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3956437 0.9700911 0.9721743 0.9683088 0.9858218 0.9807979 0.9998982 1.0000000 1.7959853 5.0e-07 2202933.9
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3871161 0.9735910 0.9801347 0.9689752 0.9884123 0.9844942 0.9995866 1.0000000 2.0177520 5.0e-07 1918551.5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3907351 0.9829736 0.9857601 0.9803884 0.9917172 0.9887943 0.9999618 1.0000000 6.5534726 1.7e-06 596226.0
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3978798 0.9811729 0.9830498 0.9794332 0.9909583 0.9878021 0.9999734 1.0000000 4.4797547 1.1e-06 888173.2
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3804850 0.9240166 0.9266329 0.9239860 0.9498903 0.9335645 0.9980547 1.0000000 2.7348003 7.0e-07 1391271.6
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3956437 0.7943406 0.8304379 0.7797960 0.8881357 0.8519318 0.9825372 1.0000000 3.2613557 8.0e-07 1213126.5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3871161 0.7657644 0.8355359 0.7487612 0.8607916 0.8221035 0.9499521 1.0000000 2.7913847 7.0e-07 1386824.6
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3907351 0.8310547 0.9185411 0.7955593 0.8943320 0.8626085 0.9663104 1.0000000 4.2141542 1.1e-06 927197.0
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3978798 0.7708651 0.8144881 0.7576709 0.8528696 0.8125568 0.9557769 1.0000000 4.4078374 1.1e-06 902664.4
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3804850 0.9085824 0.9086782 0.9143011 0.9522365 0.9365298 0.9977726 1.0000000 3.2615642 9.0e-07 1166572.1
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3956437 0.7755891 0.8411207 0.8004550 0.9255252 0.9001763 0.9880847 1.0000000 5.2149225 1.3e-06 758676.1
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3871161 0.8922147 0.8982427 0.8889073 0.9411879 0.9211328 0.9980289 1.0000000 5.5368762 1.4e-06 699159.8
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3907351 0.8762547 0.8981404 0.8652592 0.9384644 0.9169914 0.9959779 1.0000000 3.5215314 9.0e-07 1109560.2
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3978798 0.8386599 0.8825200 0.8421002 0.9414497 0.9217765 0.9916455 1.0000000 3.4970123 9.0e-07 1137770.7
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3615263 0.7861955 0.8037900 0.7781127 0.8945059 0.8573024 0.9888850 1.0000000 3.8704200 1.1e-06 934075.1
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3828528 0.7968994 0.8070991 0.8037761 0.9160186 0.8857343 0.9950001 1.0000000 5.5873426 1.5e-06 685214.5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3629528 0.8005984 0.8216057 0.7893447 0.9130813 0.8798888 0.9995278 1.0000000 5.3642669 1.5e-06 676612.1
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3718230 0.8011500 0.8423081 0.7974160 0.9151395 0.8830859 0.9945624 1.0000000 4.6824998 1.3e-06 794069.4
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3792755 0.7508270 0.7787744 0.7492935 0.8684674 0.8207238 0.9850465 1.0000000 4.1558733 1.1e-06 912625.3
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3804850 0.1474418 0.1662115 0.1663244 0.1659353 -0.0005770 -0.5489348 1.0000000 3.2584913 9.0e-07 1167672.3
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3956437 0.1471226 0.1665318 0.1664829 0.1660868 -0.0001712 -0.8476625 1.0000000 1.8650699 5.0e-07 2121334.4
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3871161 0.1481222 0.1669468 0.1668464 0.1669259 0.0003551 -0.0411196 1.0000000 1.6929014 4.0e-07 2286702.0
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3907351 0.1469698 0.1666656 0.1667315 0.1666349 -0.0000032 -0.0564468 1.0000000 3.7748658 1.0e-06 1035096.7
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3978798 0.1473988 0.1664189 0.1665411 0.1663445 -0.0003147 -0.1442112 1.0000000 2.9064104 7.0e-07 1368973.2
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16665728 0.9136516 0.9733260 0.8310327 0.9953191 0.9924212 0.9999973 0.9285714 29.5599908 1.8e-06 563793.4
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16671781 0.9009517 0.9798892 0.8502417 0.9951817 0.9922008 0.9999973 0.9642857 43.0562935 2.6e-06 387208.9
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16028386 0.9535125 0.9954967 0.9476354 0.9990190 0.9984107 0.9999998 1.0000000 31.1257625 1.9e-06 514955.6
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16163956 0.9866685 0.9943277 0.9449539 0.9988931 0.9982068 0.9999997 0.9642857 32.0054203 2.0e-06 505038.1
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16114380 0.9912529 0.9958908 0.9516100 0.9991491 0.9986220 0.9999998 0.9642857 25.7248216 1.6e-06 626413.7
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16665728 0.7217944 0.8036824 0.6878379 0.9518963 0.9233263 0.9989249 0.9642857 27.0057659 1.6e-06 617117.4
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16671781 0.7266079 0.7861910 0.7248611 0.9547116 0.9276858 0.9990484 1.0000000 39.5827124 2.4e-06 421188.4
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 16028386 0.7162580 0.7894525 0.7152701 0.9611671 0.9377179 0.9992833 1.0000000 29.0013694 1.8e-06 552676.9
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 16163956 0.7061585 0.7802348 0.7003349 0.9562879 0.9300417 0.9989553 1.0000000 37.1408037 2.3e-06 435207.5
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 16114380 0.7288843 0.7775508 0.7275753 0.9469521 0.9156224 0.9984020 1.0000000 26.5627526 1.6e-06 606653.2
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16665728 0.8413617 0.8834040 0.7987064 0.9843992 0.9747731 0.9999483 0.9642857 34.6448920 2.1e-06 481044.3
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16671781 0.8616412 0.8683291 0.8636266 0.9858423 0.9770877 0.9999882 1.0000000 33.8406347 2.0e-06 492655.7
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16028386 0.9351627 0.9205816 0.8910062 0.9931774 0.9889448 0.9999963 1.0000000 33.1873336 2.1e-06 482967.0
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16163956 0.9065616 0.9167676 0.9078740 0.9929524 0.9885852 0.9999971 1.0000000 34.7927864 2.2e-06 464577.8
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16114380 0.9375011 0.9144326 0.8998576 0.9920194 0.9870750 0.9999911 1.0000000 32.2993478 2.0e-06 498907.3
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16462252 0.7565899 0.7180610 0.7960735 0.9548875 0.9279131 0.9999282 0.9642857 27.8689689 1.7e-06 590701.9
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16524341 0.7936174 0.7744144 0.8293554 0.9695528 0.9505594 0.9999614 1.0000000 37.0218725 2.2e-06 446340.0
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15872550 0.7996602 0.7800956 0.8430323 0.9692627 0.9501340 0.9999548 1.0000000 33.9124890 2.1e-06 468044.4
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15982233 0.7990147 0.7680052 0.8520217 0.9664047 0.9457119 0.9999594 1.0000000 34.3763664 2.2e-06 464919.2
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15956885 0.8074728 0.7868454 0.8465937 0.9708117 0.9526112 0.9999665 1.0000000 35.3284930 2.2e-06 451671.8
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16665728 0.0168025 0.0370126 0.0340954 0.0357071 -0.0000226 0.0599713 0.9642857 30.7889382 1.8e-06 541289.5
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16671781 0.0159087 0.0356913 0.0346922 0.0344552 -0.0000289 -0.0090248 1.0000000 25.0578772 1.5e-06 665330.9
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16028386 0.0159825 0.0357631 0.0349827 0.0345471 0.0000608 0.0300470 1.0000000 25.2316485 1.6e-06 635249.3
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16163956 0.0159414 0.0357364 0.0346010 0.0345506 0.0000277 0.0803638 1.0000000 23.8015530 1.5e-06 679113.5
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16114380 0.0159446 0.0357579 0.0345812 0.0346608 0.0000548 0.2338896 1.0000000 26.0829897 1.6e-06 617811.8
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 2081532 0.7383163 0.4788067 0.3324129 0.7482710 0.6490382 0.9254575 0.6000000 1.9421165 9.0e-07 1071785.3
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 2685462 0.2078558 0.4331371 0.1399872 0.4267027 0.0905814 0.7414728 0.4000000 2.6733453 1.0e-06 1004532.4
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 2270533 0.5596049 0.5583907 0.4476584 0.7788607 0.6949559 0.9454304 0.6000000 1.9688951 9.0e-07 1153201.6
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 1978191 0.5280073 0.5685198 0.3495272 0.7627140 0.6731081 0.9412615 0.6000000 1.5036366 8.0e-07 1315604.4
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 2268895 0.5592067 0.5622734 0.3495761 0.7313000 0.6174355 0.9546466 0.5000000 1.5298802 7.0e-07 1483054.1
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 2081532 0.4700177 0.4593286 0.3859246 0.6793247 0.5911619 0.8589738 0.6000000 2.2820224 1.1e-06 912143.5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 2685462 0.5473293 0.5388782 0.3691239 0.7148636 0.6255145 0.8700621 0.5000000 2.7329730 1.0e-06 982615.6
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 2270533 0.4836344 0.5059470 0.3341729 0.6947924 0.6047212 0.8982425 0.6000000 1.4555523 6.0e-07 1559911.6
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 1978191 0.4947445 0.4881533 0.4020477 0.6829229 0.5972563 0.8684163 0.6000000 1.7781288 9.0e-07 1112512.8
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 2268895 0.4325644 0.4098087 0.3518773 0.6695594 0.5786659 0.8436392 0.5000000 2.1197739 9.0e-07 1070347.6
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 2081532 0.5938945 0.4834957 0.4271964 0.7493370 0.6613960 0.9015341 0.6000000 2.2241403 1.1e-06 935881.6
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 2685462 0.6408273 0.4841531 0.1052684 0.4143656 0.0977019 0.7250171 0.1000000 1.9715185 7.0e-07 1362128.7
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 2270533 0.6479745 0.6256815 0.3837202 0.7762045 0.7029326 0.9074171 0.5000000 2.6704020 1.2e-06 850258.9
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 1978191 0.6368921 0.6236334 0.4469358 0.7658538 0.6886121 0.9111844 0.5000000 1.5046438 8.0e-07 1314723.8
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 2268895 0.6707831 0.6160000 0.3501859 0.7259838 0.6064968 0.9588918 0.4000000 1.3850941 6.0e-07 1638080.0
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 2012393 0.4845622 0.4536468 0.4974996 0.7088506 0.6113114 0.8815157 0.6000000 2.0539582 1.0e-06 979763.4
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 2415596 0.2061317 0.3259933 0.2057686 0.4563470 0.1027475 0.7685700 0.5000000 2.6052923 1.1e-06 927188.1
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 2114321 0.5250449 0.5046177 0.4540921 0.7361432 0.6340837 0.9348278 0.6000000 2.4687985 1.2e-06 856417.0
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 1876635 0.5020299 0.4986606 0.4788536 0.7132303 0.6123607 0.9109276 0.6000000 3.1831175 1.7e-06 589558.8
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 2175037 0.5294942 0.4809011 0.4507286 0.6920103 0.5473454 0.9612352 0.5000000 2.6633232 1.2e-06 816662.8
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 2081532 0.0977405 0.1396554 0.0962777 0.1398345 -0.0003865 0.3292463 0.6000000 2.5218792 1.2e-06 825389.3
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 2685462 0.1069218 0.1631627 0.0945208 0.1360723 -0.0002354 0.2999036 0.5000000 2.8709911 1.1e-06 935378.0
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 2270533 0.1060705 0.1467832 0.1000743 0.1465599 0.0000396 0.3956320 0.6000000 1.6898169 7.0e-07 1343656.2
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 1978191 0.1066099 0.1462063 0.1011745 0.1463772 0.0002125 0.3953931 0.6000000 1.2714980 6.0e-07 1555795.6
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 2268895 0.1162908 0.1530278 0.1004474 0.1533218 -0.0000615 0.3875255 0.5000000 1.3051702 6.0e-07 1738390.1
dataset_name-Levine_seed-42 cyanno num-1 run0 191351 0.1551406 0.4763512 0.1262875 0.6198766 0.1879233 0.9880380 0.9333333 0.0832326 4.0e-07 2298991.1
dataset_name-Levine_seed-42 cyanno num-2 run0 74276 0.2927791 0.5051136 0.2473593 0.5724056 0.2649004 0.9956962 1.0000000 0.0325697 4.0e-07 2280525.2
dataset_name-Levine_seed-42 cygate num-1 run0 191351 0.4359614 0.3549158 0.7835357 0.3840429 0.4390963 0.0671834 1.0000000 0.0986509 5.0e-07 1939678.0
dataset_name-Levine_seed-42 cygate num-2 run0 74276 0.5194523 0.4359045 0.8329028 0.4420270 0.4883237 0.1216291 1.0000000 0.0469270 6.0e-07 1582797.2
dataset_name-Levine_seed-42 dgcytof num-1 run0 191351 0.1992219 0.4560284 0.1769177 0.6077575 0.1740837 0.9886964 0.9333333 0.0886163 5.0e-07 2159321.5
dataset_name-Levine_seed-42 dgcytof num-2 run0 74276 0.3782131 0.4269453 0.3599154 0.5660509 0.2370468 0.9683136 0.9333333 0.0306204 4.0e-07 2425704.0
dataset_name-Levine_seed-42 lda num-1 run0 150932 0.3528812 0.3369556 0.4423515 0.5390971 0.2650200 0.9895701 1.0000000 0.1247652 8.0e-07 1209728.6
dataset_name-Levine_seed-42 lda num-2 run0 53148 0.4239944 0.3777098 0.6097165 0.4963686 0.3621150 0.9197537 1.0000000 0.0464401 9.0e-07 1144443.1
dataset_name-Levine_seed-42 random num-1 run0 191351 0.0348132 0.0666445 0.0645894 0.0669398 -0.0000332 0.2410758 1.0000000 0.0847970 4.0e-07 2256578.4
dataset_name-Levine_seed-42 random num-2 run0 74276 0.0376753 0.0662828 0.0625507 0.0666433 -0.0005191 0.1692527 1.0000000 0.0349913 5.0e-07 2122701.3
dataset_name-Samusik_seed-42 cyanno num-1 run0 755903 0.6942978 0.9246572 0.5957352 0.9244519 0.9047349 0.9999086 0.9200000 0.9423224 1.2e-06 802170.3
dataset_name-Samusik_seed-42 cyanno num-2 run0 760931 0.7216283 0.9219092 0.6173319 0.9268370 0.9075062 0.9998559 0.9200000 1.0818642 1.4e-06 703351.7
dataset_name-Samusik_seed-42 cyanno num-3 run0 757088 0.7314594 0.9199407 0.6377543 0.9271604 0.9079702 0.9998859 0.9200000 0.4920469 6.0e-07 1538650.1
dataset_name-Samusik_seed-42 cyanno num-4 run0 758138 0.7214991 0.9261221 0.6267892 0.9264487 0.9071223 0.9998998 0.9200000 0.4879610 6.0e-07 1553685.5
dataset_name-Samusik_seed-42 cyanno num-5 run0 764362 0.6850932 0.9258554 0.5893573 0.9246640 0.9050128 0.9999102 0.9200000 1.1262815 1.5e-06 678659.8
dataset_name-Samusik_seed-42 cygate num-1 run0 755903 0.5796760 0.5102146 0.8323584 0.6812104 0.6808732 0.6490384 1.0000000 0.4002984 5.0e-07 1888348.6
dataset_name-Samusik_seed-42 cygate num-2 run0 760931 0.5903723 0.5196477 0.8473035 0.6756473 0.6765066 0.6551405 1.0000000 0.5559286 7.0e-07 1368756.7
dataset_name-Samusik_seed-42 cygate num-3 run0 757088 0.5833642 0.4932038 0.8178208 0.6739877 0.6738405 0.6494489 1.0000000 0.5888299 8.0e-07 1285749.9
dataset_name-Samusik_seed-42 cygate num-4 run0 758138 0.5808223 0.5078221 0.8483277 0.6779201 0.6776674 0.6609382 1.0000000 0.4996168 7.0e-07 1517438.8
dataset_name-Samusik_seed-42 cygate num-5 run0 764362 0.6053206 0.5093747 0.8421005 0.6785725 0.6802295 0.6343558 1.0000000 0.5334504 7.0e-07 1432864.2
dataset_name-Samusik_seed-42 dgcytof num-1 run0 755903 0.7491808 0.7508231 0.7212206 0.8967751 0.8714782 0.9991122 1.0000000 0.4716809 6.0e-07 1602572.9
dataset_name-Samusik_seed-42 dgcytof num-2 run0 760931 0.7589438 0.7538193 0.7153590 0.8896313 0.8617793 0.9991782 1.0000000 1.5667695 2.1e-06 485668.8
dataset_name-Samusik_seed-42 dgcytof num-3 run0 757088 0.7774216 0.7293578 0.7798056 0.8976618 0.8740640 0.9975961 1.0000000 0.4713069 6.0e-07 1606358.8
dataset_name-Samusik_seed-42 dgcytof num-4 run0 758138 0.7159266 0.7983381 0.6935457 0.8987453 0.8734371 0.9994295 1.0000000 0.4933671 7.0e-07 1536661.1
dataset_name-Samusik_seed-42 dgcytof num-5 run0 764362 0.7470042 0.7748754 0.6906568 0.8894150 0.8610705 0.9994003 1.0000000 0.5681376 7.0e-07 1345381.8
dataset_name-Samusik_seed-42 lda num-1 run0 574278 0.5154642 0.4682694 0.6425444 0.6972233 0.6300202 0.9914033 1.0000000 0.5980923 1.0e-06 960182.9
dataset_name-Samusik_seed-42 lda num-2 run0 538304 0.4877641 0.4721453 0.5606576 0.6800284 0.5868277 0.9881340 1.0000000 0.9837747 1.8e-06 547182.2
dataset_name-Samusik_seed-42 lda num-3 run0 529381 0.5091661 0.4737697 0.6139831 0.7038787 0.6325374 0.9928087 1.0000000 0.6208825 1.2e-06 852626.7
dataset_name-Samusik_seed-42 lda num-4 run0 507040 0.5095018 0.4714283 0.6158164 0.7015206 0.6274463 0.9981406 1.0000000 0.7768022 1.5e-06 652727.3
dataset_name-Samusik_seed-42 lda num-5 run0 550251 0.5331876 0.4964071 0.6074052 0.7055707 0.6337286 0.9974451 0.9600000 1.0695902 1.9e-06 514450.3
dataset_name-Samusik_seed-42 random num-1 run0 755903 0.0216813 0.0399638 0.0389090 0.0397141 -0.0000469 -0.2089410 1.0000000 0.3905448 5.0e-07 1935509.2
dataset_name-Samusik_seed-42 random num-2 run0 760931 0.0219292 0.0401403 0.0410146 0.0401311 0.0001603 -0.0075521 1.0000000 0.4363121 6.0e-07 1744006.2
dataset_name-Samusik_seed-42 random num-3 run0 757088 0.0220319 0.0401720 0.0397949 0.0399504 0.0001959 -0.1881272 1.0000000 0.4142153 5.0e-07 1827764.3
dataset_name-Samusik_seed-42 random num-4 run0 758138 0.0216870 0.0396104 0.0403864 0.0396709 -0.0004446 0.0510365 1.0000000 0.7022024 9.0e-07 1079657.4
dataset_name-Samusik_seed-42 random num-5 run0 764362 0.0220622 0.0401830 0.0408082 0.0401917 0.0002100 0.0068237 1.0000000 0.5545034 7.0e-07 1378462.3
dataset_name-Transformed_seed-42 cyanno num-1 run0 165885 0.8220793 0.9071562 0.7782691 0.9022033 0.8675436 0.9996301 1.0000000 0.1075865 6.0e-07 1541875.8
dataset_name-Transformed_seed-42 cyanno num-2 run0 160829 0.8826734 0.9184237 0.8551796 0.9207916 0.8933549 0.9993163 1.0000000 0.1246444 8.0e-07 1290302.2
dataset_name-Transformed_seed-42 cyanno num-3 run0 163357 0.8710527 0.9094190 0.8467124 0.9193117 0.8913726 0.9995336 1.0000000 0.1327077 8.0e-07 1230953.1
dataset_name-Transformed_seed-42 cyanno num-4 run0 163801 0.8466264 0.9157838 0.8020635 0.8973694 0.8615598 0.9974582 1.0000000 0.1167515 7.0e-07 1402988.0
dataset_name-Transformed_seed-42 cyanno num-5 run0 161138 0.8593084 0.9085546 0.8309842 0.9131614 0.8831469 0.9994842 1.0000000 0.1101515 7.0e-07 1462875.5
dataset_name-Transformed_seed-42 cygate num-1 run0 165885 0.7601599 0.8260931 0.7308367 0.6694819 0.6267720 0.6806301 1.0000000 0.1134690 7.0e-07 1461940.7
dataset_name-Transformed_seed-42 cygate num-2 run0 160829 0.7743864 0.7873750 0.7641065 0.8207475 0.7598831 0.9985456 1.0000000 0.1061498 7.0e-07 1515112.9
dataset_name-Transformed_seed-42 cygate num-3 run0 163357 0.7786521 0.8121363 0.7655131 0.7019105 0.6500626 0.8115105 1.0000000 0.1336305 8.0e-07 1222452.7
dataset_name-Transformed_seed-42 cygate num-4 run0 163801 0.7997721 0.8401774 0.7713825 0.7573824 0.7034830 0.9184256 1.0000000 0.2735944 1.7e-06 598700.0
dataset_name-Transformed_seed-42 cygate num-5 run0 161138 0.7901105 0.8092770 0.7801875 0.8055207 0.7486996 0.9717799 1.0000000 0.1050175 7.0e-07 1534392.5
dataset_name-Transformed_seed-42 dgcytof num-1 run0 165885 0.7917220 0.8157681 0.7837231 0.8624348 0.8145724 0.9989027 1.0000000 0.1275759 8.0e-07 1300284.4
dataset_name-Transformed_seed-42 dgcytof num-2 run0 160829 0.8318620 0.8497136 0.8207982 0.8749790 0.8328476 0.9925066 1.0000000 0.1426356 9.0e-07 1127551.4
dataset_name-Transformed_seed-42 dgcytof num-3 run0 163357 0.8188228 0.8508990 0.7998754 0.8547965 0.8076448 0.9779898 1.0000000 0.1308402 8.0e-07 1248522.9
dataset_name-Transformed_seed-42 dgcytof num-4 run0 163801 0.7555598 0.8203463 0.7506293 0.8570705 0.8084305 0.9933357 1.0000000 0.1318822 8.0e-07 1242025.2
dataset_name-Transformed_seed-42 dgcytof num-5 run0 161138 0.8322183 0.8608824 0.8161100 0.8831871 0.8432730 0.9988615 1.0000000 0.1070090 7.0e-07 1505835.4
dataset_name-Transformed_seed-42 lda num-1 run0 62691 0.7058419 0.6804608 0.7721408 0.8233399 0.7689956 0.9736697 1.0000000 0.0957981 1.5e-06 654407.4
dataset_name-Transformed_seed-42 lda num-2 run0 109307 0.7224529 0.7314677 0.7355784 0.8324353 0.7665856 0.9868147 1.0000000 0.1275459 1.2e-06 857001.6
dataset_name-Transformed_seed-42 lda num-3 run0 56914 0.6994181 0.7561434 0.7377706 0.8406016 0.7904131 0.9638663 1.0000000 0.0917381 1.6e-06 620396.2
dataset_name-Transformed_seed-42 lda num-4 run0 92497 0.7086492 0.6914691 0.7463108 0.8077343 0.7432738 0.9625323 1.0000000 0.1662013 1.8e-06 556535.9
dataset_name-Transformed_seed-42 lda num-5 run0 110391 0.6715961 0.7295702 0.6466238 0.7684050 0.6887022 0.9290716 1.0000000 0.1311072 1.2e-06 841990.6
dataset_name-Transformed_seed-42 random num-1 run0 165885 0.0950935 0.1243144 0.1277157 0.1248335 -0.0008734 0.1599737 1.0000000 0.0865230 5.0e-07 1917234.9
dataset_name-Transformed_seed-42 random num-2 run0 160829 0.0958246 0.1268777 0.1267890 0.1251889 0.0023114 -0.5061033 1.0000000 0.1133332 7.0e-07 1419080.9
dataset_name-Transformed_seed-42 random num-3 run0 163357 0.0947444 0.1254925 0.1253849 0.1255287 0.0006215 0.0082225 1.0000000 0.2040986 1.2e-06 800382.7
dataset_name-Transformed_seed-42 random num-4 run0 163801 0.0944542 0.1250471 0.1268990 0.1232410 0.0000809 -0.5457870 1.0000000 0.0819708 5.0e-07 1998285.6
dataset_name-Transformed_seed-42 random num-5 run0 161138 0.0952030 0.1246035 0.1260191 0.1247502 -0.0004738 0.0403137 1.0000000 0.0983101 6.0e-07 1639079.1
dataset_name-flowcyt_seed-42 cyanno num-1 run0 21044883 0.7349690 0.9361742 0.7068266 0.9778346 0.8726886 0.9999578 1.0000000 6.7158222 3.0e-07 3133627.2
dataset_name-flowcyt_seed-42 cyanno num-2 run0 20254822 0.7602479 0.8258157 0.7358885 0.9832481 0.9062883 0.9999918 1.0000000 8.6799826 4.0e-07 2333509.5
dataset_name-flowcyt_seed-42 cyanno num-3 run0 20817600 0.8273371 0.9535398 0.7565876 0.9805195 0.8894205 0.9999790 1.0000000 8.5248263 4.0e-07 2441997.0
dataset_name-flowcyt_seed-42 cyanno num-4 run0 20273915 0.8334212 0.9219478 0.7783207 0.9774282 0.8730588 0.9999853 1.0000000 6.3856066 3.0e-07 3174939.6
dataset_name-flowcyt_seed-42 cyanno num-5 run0 20668387 0.8430575 0.9423870 0.7868302 0.9816962 0.8951789 0.9999925 1.0000000 13.1809361 6.0e-07 1568051.5
dataset_name-flowcyt_seed-42 cygate num-1 run0 21044883 0.4349081 0.4486382 0.6636987 0.4039852 0.2945576 0.3909020 1.0000000 21.9772362 1.0e-06 957576.4
dataset_name-flowcyt_seed-42 cygate num-2 run0 20254822 0.4872490 0.4163910 0.7579085 0.8250359 0.4960399 0.9978119 1.0000000 7.2899240 4.0e-07 2778468.2
dataset_name-flowcyt_seed-42 cygate num-3 run0 20817600 0.3978878 0.3447294 0.6500543 0.7012326 0.3733732 0.9645491 1.0000000 6.9154955 3.0e-07 3010283.2
dataset_name-flowcyt_seed-42 cygate num-4 run0 20273915 0.4468869 0.4005676 0.7962268 0.6626641 0.3799701 0.9517418 1.0000000 7.1237760 4.0e-07 2845950.6
dataset_name-flowcyt_seed-42 cygate num-5 run0 20668387 0.5184405 0.4534173 0.7740135 0.8253646 0.5049628 0.9954942 1.0000000 11.0476219 5.0e-07 1870844.9
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 21044883 0.6267891 0.4293251 0.4395875 0.9528734 0.7096915 0.9997114 1.0000000 7.1795246 3.0e-07 2931236.3
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 20254822 0.4778355 0.4569213 0.1672331 0.9013077 0.1147777 0.9981593 0.3333333 7.7771716 4.0e-07 2604394.4
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 20817600 0.4777412 0.3045859 0.1672077 0.9013689 0.1132167 0.9981658 0.5000000 7.5066759 4.0e-07 2773211.5
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 20273915 0.4778178 0.4570064 0.1672100 0.9014819 0.1148039 0.9980933 0.3333333 5.9883643 3.0e-07 3385551.3
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 20668387 0.6853116 0.7106540 0.6572851 0.9518850 0.7638776 0.9996726 0.8333333 9.7120412 5.0e-07 2128119.8
dataset_name-flowcyt_seed-42 lda num-1 run0 20333767 0.6501860 0.5873106 0.7773446 0.9253716 0.6013631 0.9997856 1.0000000 11.8321678 6.0e-07 1718515.8
dataset_name-flowcyt_seed-42 lda num-2 run0 19937763 0.6010731 0.5254057 0.7841761 0.9160843 0.6269925 0.9994083 1.0000000 12.7767685 6.0e-07 1560469.9
dataset_name-flowcyt_seed-42 lda num-3 run0 20554679 0.6537476 0.6166795 0.7300819 0.9148146 0.6181825 0.9993719 1.0000000 14.3364787 7.0e-07 1433732.7
dataset_name-flowcyt_seed-42 lda num-4 run0 19931427 0.6623581 0.5800623 0.8242409 0.9180721 0.6545079 0.9994663 1.0000000 13.1406612 7.0e-07 1516775.0
dataset_name-flowcyt_seed-42 lda num-5 run0 20343658 0.6299401 0.5776216 0.7455775 0.9129036 0.6110300 0.9988856 1.0000000 16.3333789 8.0e-07 1245526.6
dataset_name-flowcyt_seed-42 random num-1 run0 21044883 0.0730950 0.1665997 0.1663669 0.1667337 -0.0001728 0.1826129 1.0000000 10.3478176 5.0e-07 2033750.9
dataset_name-flowcyt_seed-42 random num-2 run0 20254822 0.0733799 0.1665938 0.1661972 0.1667327 -0.0001868 0.1886464 1.0000000 6.5947440 3.0e-07 3071358.4
dataset_name-flowcyt_seed-42 random num-3 run0 20817600 0.0733731 0.1665996 0.1662624 0.1667336 -0.0001719 0.1831929 1.0000000 13.8569514 7.0e-07 1502321.8
dataset_name-flowcyt_seed-42 random num-4 run0 20273915 0.0732508 0.1666044 0.1662037 0.1667460 -0.0001598 0.1912839 1.0000000 7.1128160 4.0e-07 2850335.9
dataset_name-flowcyt_seed-42 random num-5 run0 20668387 0.0728322 0.1665952 0.1661866 0.1667384 -0.0001854 0.1941915 1.0000000 7.8629901 4.0e-07 2628565.8

Per-population Summary

dataset model population_id population_name population median_f1 mean_f1 median_precision median_recall median_support n_runs
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 1 B Cell (CD27-) B Cell (CD27-) 0.8884593 0.8816672 0.8829816 0.8987286 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7116311 0.6989470 0.8553552 0.6324941 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8897785 0.8057720 0.9085556 0.8884802 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7214577 0.6575343 0.6820283 0.7704253 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4794550 0.5148398 0.7485331 0.3932130 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5880133 0.5621058 0.5770826 0.6231672 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9130982 0.8005447 0.9484017 0.8639436 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2570010 0.1951624 0.4021745 0.0020099 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA NA 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7725075 0.7516881 0.7445789 0.8026129 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 2 B Cell (Memory) B Cell (Memory) 0.8640520 0.8562375 0.8569308 0.8911492 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9640697 0.9592219 0.9685151 0.9596650 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5839182 0.6019450 0.6808727 0.4858572 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9023805 0.9050383 0.8727499 0.9599205 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6978083 0.7153492 0.9302851 0.5582920 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9535366 0.9535223 0.9196423 0.9912993 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 25 Ungated Ungated 0.7989352 0.7871027 0.7919746 0.8097655 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7660786 0.7608864 0.7868339 0.7070060 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 4 Basophil Basophil 0.7552768 0.7552768 0.7100065 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7323937 0.7143969 0.6157794 0.7287009 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6947407 0.6868811 0.6796596 0.6945645 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3920722 0.3635273 0.4486494 0.4447243 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7085686 0.6915170 0.7082065 0.6940867 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7365888 0.7168719 0.6945558 0.8444172 207118.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 1 B Cell (CD27-) B Cell (CD27-) 0.5702417 0.6490791 0.4112693 0.9295511 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3649720 0.3015237 0.6213795 0.2498055 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8349139 0.8072265 0.9390469 0.7791545 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5827477 0.5727246 0.6309929 0.5413560 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4789242 0.4923484 0.3245713 0.7654727 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4502955 0.3858890 0.3346663 0.4538103 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8644318 0.8247562 0.9056327 0.8688831 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2740654 0.2705390 0.2037775 0.3715297 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0118017 0.0118017 0.0062327 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7416063 0.7260896 0.6630103 0.8445538 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 2 B Cell (Memory) B Cell (Memory) 0.6342478 0.6310848 0.4730265 0.9375781 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9541175 0.9526850 0.9620554 0.9534308 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4462126 0.4590392 0.3686792 0.6690981 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8945125 0.8743803 0.8449572 0.9509183 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7458623 0.7138881 0.8091887 0.6316533 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9335584 0.9292719 0.8799673 0.9964571 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 25 Ungated Ungated 0.2096418 0.2417314 0.6360668 0.1370942 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7027204 0.7122227 0.6034681 0.8448345 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 4 Basophil Basophil 0.7066631 0.7066631 0.5650042 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.5187573 0.4436108 0.5900547 0.0515646 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6318867 0.6219547 0.6256109 0.6382896 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1507853 0.1581897 0.1202960 0.2019770 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6335880 0.5640594 0.5449645 0.6771920 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6709413 0.6814726 0.5442377 0.9310472 207118.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 1 B Cell (CD27-) B Cell (CD27-) 0.8644910 0.8511114 0.8388660 0.8975609 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6601598 0.6598593 0.8252710 0.5860035 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8199365 0.7624956 0.8202062 0.8886747 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6195173 0.5712414 0.6520215 0.5048743 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4802796 0.4676732 0.6580699 0.3717468 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4676297 0.4364550 0.4953640 0.4030997 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8897523 0.7598770 0.9215416 0.8600831 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0945063 0.1094285 0.4330528 0.0167493 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA NA 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7159587 0.7140820 0.7523070 0.7208021 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 2 B Cell (Memory) B Cell (Memory) 0.8214980 0.7639184 0.8536496 0.7830448 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9596827 0.9553629 0.9367122 0.9838274 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4613466 0.3537825 0.5008924 0.4102971 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8790974 0.8727044 0.8357803 0.9684277 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6710587 0.6744688 0.7950343 0.5976149 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9479037 0.9331337 0.9129668 0.9901383 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 25 Ungated Ungated 0.7490335 0.7290335 0.7055610 0.7127971 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.5455261 0.5795200 0.7223324 0.4441382 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 4 Basophil Basophil 0.7684625 0.7684625 0.7070590 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6681952 0.6629921 0.5890049 0.6635636 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6619071 0.6499858 0.6938368 0.6788220 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3084028 0.2752403 0.4117647 0.2264026 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6472188 0.6270597 0.6430892 0.6839851 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7069890 0.7167479 0.6762850 0.8271832 207118.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 1 B Cell (CD27-) B Cell (CD27-) 0.5482235 0.5580461 0.4587638 0.7033667 102449.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6757969 0.6484393 0.6516321 0.7018230 41956.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7134468 0.7310068 0.7178533 0.8205596 148038.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2866822 0.2567039 0.3258325 0.3180463 22590.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3764790 0.3657052 0.3690499 0.3667654 30041.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1076701 0.1235213 0.1680498 0.2177487 4863.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7468755 0.7196206 0.8533520 0.7383348 156478.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 16 Debris Debris NA NA NA 0.0000000 3197.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2314724 0.2184495 0.1478981 0.4874593 6140.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0481630 0.0481630 0.0254196 0.0000000 382.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3950466 0.3918102 0.4224683 0.3826306 83971.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 2 B Cell (Memory) B Cell (Memory) 0.3803937 0.4086533 0.3050452 0.6205598 36516.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9218843 0.9192312 0.9358501 0.9089229 637271.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3833671 0.3161306 0.2662770 0.6842543 24430.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8417640 0.8438888 0.8219524 0.8641214 197463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7171584 0.6036754 0.6559900 0.6629048 57191.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8944247 0.8955482 0.8371075 0.9722014 30404.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 25 Ungated Ungated 0.4147571 0.4185944 0.5329944 0.3502761 366843.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6917688 0.6955169 0.5906402 0.8161860 14570.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 4 Basophil Basophil 0.3339492 0.3339492 0.2187865 0.0000000 2102.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3395797 0.3545954 0.4812185 0.2491866 136257.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4402187 0.4142717 0.5719310 0.3997168 129427.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0488857 0.0545987 0.0584071 0.0082294 5284.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4784670 0.4610005 0.3248082 0.7528058 25320.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6122598 0.6140880 0.5042567 0.8208284 142408.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 1 B Cell (CD27-) B Cell (CD27-) 0.0420243 0.0420141 0.0391647 0.0453345 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0269833 0.0267363 0.0190918 0.0454076 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0516947 0.0514808 0.0588321 0.0461682 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0165624 0.0167714 0.0101792 0.0441594 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0214988 0.0217696 0.0138922 0.0463306 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0051400 0.0051056 0.0027355 0.0470541 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0533843 0.0524904 0.0616302 0.0467784 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0051447 0.0050515 0.0027240 0.0443521 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0002408 0.0002408 0.0001208 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0394333 0.0394877 0.0354156 0.0436196 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 2 B Cell (Memory) B Cell (Memory) 0.0214830 0.0211215 0.0139114 0.0460434 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0764682 0.0769440 0.2405279 0.0454520 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0160310 0.0159307 0.0096336 0.0449160 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0576132 0.0569337 0.0752209 0.0466852 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0323436 0.0319843 0.0244718 0.0458536 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0180934 0.0181913 0.0113226 0.0474562 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 25 Ungated Ungated 0.0680559 0.0692760 0.1491396 0.0441718 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0100053 0.0096978 0.0055453 0.0452364 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 4 Basophil Basophil 0.0015990 0.0015990 0.0008145 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0523614 0.0518561 0.0651585 0.0416168 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0544784 0.0553009 0.0705553 0.0444572 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0049660 0.0050062 0.0026159 0.0447262 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0196302 0.0192320 0.0121732 0.0477316 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0563204 0.0561929 0.0734999 0.0453416 207118.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9952271 0.9951828 0.9931234 0.9977010 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 2 CD19 CD19 0.9980679 0.9980540 0.9977000 0.9981515 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 3 CD3+ CD3+ 0.9452731 0.9426529 0.9630869 0.9310483 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 4 CD4 CD4 0.9975929 0.9974529 0.9967745 0.9980667 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 5 CD8 CD8 0.9856157 0.9826904 0.9784803 0.9907093 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 6 Ungated Ungated 0.9882641 0.9883346 0.9918741 0.9830800 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9410675 0.9425335 0.8992921 0.9869133 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 2 CD19 CD19 0.9877090 0.9801991 0.9761987 0.9992375 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 3 CD3+ CD3+ 0.6226559 0.5497639 0.6038113 0.6427146 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 4 CD4 CD4 0.9672545 0.9646465 0.9663753 0.9626122 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 5 CD8 CD8 0.8977101 0.8576987 0.9405898 0.8585696 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 6 Ungated Ungated 0.7851538 0.8080567 0.9938259 0.6462989 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9765798 0.9736374 0.9932078 0.9604994 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 2 CD19 CD19 0.9854693 0.9858383 0.9829565 0.9894751 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 3 CD3+ CD3+ 0.7236442 0.5484663 0.7752587 0.6591504 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 4 CD4 CD4 0.9839772 0.9833426 0.9725685 0.9954296 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 5 CD8 CD8 0.9511812 0.9227952 0.9835163 0.9416825 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 6 Ungated Ungated 0.9544218 0.9469838 0.9479737 0.9430702 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.8995604 0.8909452 0.9855905 0.8273434 172395.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 2 CD19 CD19 0.9558441 0.9576817 0.9767085 0.9323625 158792.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 3 CD3+ CD3+ 0.3499456 0.3442245 0.4816722 0.2765731 54057.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 4 CD4 CD4 0.9636941 0.9485427 0.9372373 0.9856454 655604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 5 CD8 CD8 0.8369879 0.8477342 0.8639224 0.8139662 154988.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 6 Ungated Ungated 0.8413835 0.8293757 0.8270486 0.9359976 178744.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1423277 0.1433135 0.1241649 0.1659559 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 2 CD19 CD19 0.1351334 0.1337508 0.1133601 0.1668043 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 3 CD3+ CD3+ 0.0785463 0.0772272 0.0516393 0.1647638 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 4 CD4 CD4 0.2427503 0.2432568 0.4456275 0.1667643 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 5 CD8 CD8 0.1461974 0.1480615 0.1298590 0.1672586 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 6 Ungated Ungated 0.1443725 0.1431850 0.1265144 0.1664718 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 1 CD14 monocytes CD14 monocytes 0.9847085 0.9671073 0.9853179 0.9854702 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 2 CD19 CD19 0.9868297 0.9865273 0.9764118 0.9974724 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 3 CD3+ CD3+ 0.5408729 0.4844450 0.9089561 0.3789739 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 4 CD4 CD4 0.9750186 0.9756193 0.9537493 0.9945804 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 5 CD8 CD8 0.9525379 0.9334862 0.9258510 0.9846502 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 6 Ungated Ungated 0.9536005 0.9457055 0.9638052 0.9587909 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 1 CD14 monocytes CD14 monocytes 0.9196188 0.9401159 0.8714834 0.9843655 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 2 CD19 CD19 0.9835970 0.9706368 0.9690960 0.9985674 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 3 CD3+ CD3+ 0.4801760 0.4926020 0.5960383 0.5529132 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 4 CD4 CD4 0.9693168 0.9680728 0.9723513 0.9657568 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 5 CD8 CD8 0.8963979 0.8429024 0.9098050 0.8842185 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 6 Ungated Ungated 0.7195293 0.7968662 0.9995714 0.5619349 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 1 CD14 monocytes CD14 monocytes 0.8034528 0.7787331 0.8577213 0.8004609 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 2 CD19 CD19 0.7128189 0.7100381 0.8350607 0.7950087 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 3 CD3+ CD3+ 0.0493432 0.0776322 0.4047619 0.0261863 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 4 CD4 CD4 0.8250547 0.7931640 0.8288290 0.9106015 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 5 CD8 CD8 0.5904803 0.5525476 0.7268543 0.8127453 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 6 Ungated Ungated 0.3465405 0.3290115 0.4890065 0.2429123 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 1 CD14 monocytes CD14 monocytes 0.8969233 0.8931120 0.9826040 0.8431508 172320.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 2 CD19 CD19 0.9541436 0.9552270 0.9736905 0.9244913 171001.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 3 CD3+ CD3+ 0.2825648 0.2787587 0.4008975 0.2285710 59318.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 4 CD4 CD4 0.9544770 0.9413461 0.9279014 0.9850466 650973.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 5 CD8 CD8 0.8226327 0.8145435 0.8647281 0.7790112 156800.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 6 Ungated Ungated 0.8214202 0.8082838 0.8356726 0.9164006 176616.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 1 CD14 monocytes CD14 monocytes 0.1418672 0.1429890 0.1237585 0.1661837 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 2 CD19 CD19 0.1354100 0.1344175 0.1137803 0.1671934 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 3 CD3+ CD3+ 0.0805449 0.0797140 0.0530061 0.1670897 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 4 CD4 CD4 0.2427503 0.2429727 0.4456275 0.1667643 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 5 CD8 CD8 0.1463096 0.1487860 0.1303596 0.1674359 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 6 Ungated Ungated 0.1443725 0.1427618 0.1265144 0.1649339 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 1 CD14 monocytes CD14 monocytes 0.9921982 0.9922368 0.9908175 0.9952401 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 2 CD19 CD19 0.9952998 0.9953037 0.9931740 0.9974348 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 3 CD3+ CD3+ 0.8702045 0.8547633 0.9160473 0.8256752 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 4 CD4 CD4 0.9938519 0.9922276 0.9907089 0.9964960 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 5 CD8 CD8 0.9677692 0.9667729 0.9587582 0.9792361 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 6 Ungated Ungated 0.9829546 0.9828442 0.9864747 0.9794285 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 1 CD14 monocytes CD14 monocytes 0.9418047 0.9421374 0.8940853 0.9933023 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 2 CD19 CD19 0.9799047 0.9631974 0.9611026 0.9973227 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 3 CD3+ CD3+ 0.5204612 0.5431602 0.4750825 0.6818541 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 4 CD4 CD4 0.9684992 0.9631686 0.9754355 0.9616608 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 5 CD8 CD8 0.8606340 0.8255567 0.9617028 0.8002600 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 6 Ungated Ungated 0.7879427 0.7882113 1.0000000 0.6500870 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9133439 0.9123935 0.9775229 0.8150740 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 2 CD19 CD19 0.9467262 0.7569136 0.9415478 0.9607099 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 3 CD3+ CD3+ 0.0895269 0.1469505 0.5395012 0.0433227 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 4 CD4 CD4 0.9470325 0.8808116 0.9215718 0.9896122 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 5 CD8 CD8 0.8544408 0.8561619 0.8074390 0.9011579 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 6 Ungated Ungated 0.7937595 0.6407324 0.8083232 0.7785738 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 1 CD14 monocytes CD14 monocytes 0.9017971 0.8935737 0.9868631 0.8328697 172221.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 2 CD19 CD19 0.9560505 0.9592626 0.9775293 0.9327620 170707.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 3 CD3+ CD3+ 0.3440303 0.3270051 0.4663830 0.2583792 58027.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 4 CD4 CD4 0.9603657 0.9460373 0.9416578 0.9837677 655767.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 5 CD8 CD8 0.8567117 0.8402605 0.8631602 0.8417098 158958.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 6 Ungated Ungated 0.8377705 0.8186647 0.8300050 0.9225126 178958.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 1 CD14 monocytes CD14 monocytes 0.1423531 0.1429367 0.1241378 0.1663048 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 2 CD19 CD19 0.1355424 0.1343424 0.1139383 0.1669027 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 3 CD3+ CD3+ 0.0797798 0.0798121 0.0525258 0.1670897 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 4 CD4 CD4 0.2413552 0.2416243 0.4466729 0.1653036 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 5 CD8 CD8 0.1465198 0.1489778 0.1303596 0.1673385 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 6 Ungated Ungated 0.1422714 0.1431555 0.1250706 0.1664877 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 1 CD14 monocytes CD14 monocytes 0.9945863 0.9945437 0.9915132 0.9977293 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 2 CD19 CD19 0.9975576 0.9977445 0.9972466 0.9980599 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 3 CD3+ CD3+ 0.9178869 0.9209431 0.9471473 0.8993671 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 4 CD4 CD4 0.9966797 0.9966135 0.9958346 0.9971954 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 5 CD8 CD8 0.9757027 0.9762471 0.9705651 0.9857663 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 6 Ungated Ungated 0.9867933 0.9868687 0.9914268 0.9809005 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 1 CD14 monocytes CD14 monocytes 0.9425317 0.9420718 0.9019900 0.9868894 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 2 CD19 CD19 0.9822971 0.9701278 0.9661527 0.9989902 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 3 CD3+ CD3+ 0.4008604 0.4856905 0.3202987 0.5531183 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 4 CD4 CD4 0.9547183 0.9588249 0.9665946 0.9570898 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 5 CD8 CD8 0.8280968 0.7869318 0.9541804 0.7517117 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 6 Ungated Ungated 0.7884388 0.7865595 1.0000000 0.6507627 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9546480 0.9568558 0.9950699 0.9146600 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 2 CD19 CD19 0.9775543 0.9769909 0.9799884 0.9855701 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 3 CD3+ CD3+ 0.2705220 0.3220395 0.6456960 0.1711041 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 4 CD4 CD4 0.9749671 0.9745391 0.9760338 0.9904736 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 5 CD8 CD8 0.8793146 0.8830650 0.7948983 0.9837908 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 6 Ungated Ungated 0.9092766 0.9067359 0.8905804 0.9420371 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 1 CD14 monocytes CD14 monocytes 0.9023554 0.8948655 0.9855508 0.8321126 172182.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 2 CD19 CD19 0.9562070 0.9589579 0.9764480 0.9348936 170659.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 3 CD3+ CD3+ 0.3272756 0.3392016 0.4865471 0.2636168 52818.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 4 CD4 CD4 0.9579923 0.9444004 0.9335435 0.9844550 655308.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 5 CD8 CD8 0.8263889 0.8366356 0.8653547 0.7839699 157005.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 6 Ungated Ungated 0.8433512 0.8249737 0.8252236 0.9329942 178366.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 1 CD14 monocytes CD14 monocytes 0.1423531 0.1434125 0.1241378 0.1668333 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 2 CD19 CD19 0.1351334 0.1341432 0.1137087 0.1664571 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 3 CD3+ CD3+ 0.0797798 0.0797640 0.0525258 0.1670692 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 4 CD4 CD4 0.2439761 0.2434412 0.4476348 0.1673414 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 5 CD8 CD8 0.1458103 0.1481110 0.1295479 0.1666805 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 6 Ungated Ungated 0.1427214 0.1421972 0.1250706 0.1649580 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 1 CD14 monocytes CD14 monocytes 0.9907890 0.9904489 0.9888746 0.9914394 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 2 CD19 CD19 0.9929922 0.9924649 0.9890154 0.9980910 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 3 CD3+ CD3+ 0.8270495 0.8190716 0.9251469 0.7977559 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 4 CD4 CD4 0.9914306 0.9901472 0.9879226 0.9950341 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 5 CD8 CD8 0.9652325 0.9612885 0.9450947 0.9776530 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 6 Ungated Ungated 0.9802536 0.9803793 0.9842120 0.9770300 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 1 CD14 monocytes CD14 monocytes 0.9442851 0.9441271 0.9053080 0.9867695 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 2 CD19 CD19 0.9854504 0.9861617 0.9738824 0.9972966 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 3 CD3+ CD3+ 0.4662191 0.4764719 0.4537562 0.4836286 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 4 CD4 CD4 0.9658848 0.9632199 0.9675488 0.9630259 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 5 CD8 CD8 0.8289864 0.7921590 0.9541237 0.7433020 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 6 Ungated Ungated 0.7348336 0.7702964 0.9997543 0.5809027 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 1 CD14 monocytes CD14 monocytes 0.8969010 0.8992857 0.9663740 0.8407839 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 2 CD19 CD19 0.9199576 0.8659725 0.9600765 0.8820135 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 3 CD3+ CD3+ 0.1207822 0.1446220 0.3363646 0.0685918 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 4 CD4 CD4 0.9280909 0.9295243 0.9246890 0.9532735 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 5 CD8 CD8 0.8470785 0.8359991 0.8087696 0.8806763 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 6 Ungated Ungated 0.7231962 0.7021656 0.6487596 0.8559876 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 1 CD14 monocytes CD14 monocytes 0.8972252 0.8944135 0.9841015 0.8265363 172542.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 2 CD19 CD19 0.9514736 0.9554241 0.9757745 0.9303003 170876.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 3 CD3+ CD3+ 0.3255576 0.3233234 0.4424143 0.2424785 59638.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 4 CD4 CD4 0.9594392 0.9437273 0.9351395 0.9823586 655342.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 5 CD8 CD8 0.8318328 0.8257462 0.8661324 0.8064085 159351.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 6 Ungated Ungated 0.8237088 0.8136133 0.8273098 0.9349381 178258.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 1 CD14 monocytes CD14 monocytes 0.1433017 0.1430850 0.1250489 0.1659543 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 2 CD19 CD19 0.1355424 0.1343032 0.1139383 0.1672562 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 3 CD3+ CD3+ 0.0797798 0.0796877 0.0525258 0.1670692 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 4 CD4 CD4 0.2439761 0.2429879 0.4476348 0.1670795 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 5 CD8 CD8 0.1463096 0.1485110 0.1303596 0.1670098 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 6 Ungated Ungated 0.1438861 0.1436272 0.1261478 0.1674293 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 1 CD14 monocytes CD14 monocytes 0.9938801 0.9939607 0.9901718 0.9976163 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 2 CD19 CD19 0.9970333 0.9972325 0.9960322 0.9980808 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 3 CD3+ CD3+ 0.9090194 0.9102865 0.9406004 0.8859148 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 4 CD4 CD4 0.9962515 0.9960354 0.9951039 0.9974019 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 5 CD8 CD8 0.9740754 0.9741347 0.9680875 0.9832486 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 6 Ungated Ungated 0.9856598 0.9857512 0.9911972 0.9799672 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 1 CD14 monocytes CD14 monocytes 0.9332000 0.9397154 0.8892388 0.9828620 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 2 CD19 CD19 0.9822971 0.9705240 0.9661527 0.9989902 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 3 CD3+ CD3+ 0.4048599 0.4965916 0.3368110 0.5477974 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 4 CD4 CD4 0.9548321 0.9605407 0.9679749 0.9568191 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 5 CD8 CD8 0.8363507 0.7931762 0.9359378 0.7625675 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 6 Ungated Ungated 0.7893243 0.7815932 1.0000000 0.6519701 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9404920 0.9435231 0.9684122 0.9132111 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 2 CD19 CD19 0.9619972 0.9644581 0.9359273 0.9818100 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 3 CD3+ CD3+ 0.2934977 0.3085484 0.4611675 0.3527254 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 4 CD4 CD4 0.9593542 0.9561244 0.9424854 0.9766859 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 5 CD8 CD8 0.8522876 0.7243262 0.8088960 0.9220498 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 6 Ungated Ungated 0.8729752 0.8436755 0.8819405 0.8819661 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 1 CD14 monocytes CD14 monocytes 0.8983977 0.8932239 0.9867957 0.8258833 172276.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 2 CD19 CD19 0.9544804 0.9587219 0.9764043 0.9315950 170660.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 3 CD3+ CD3+ 0.3306100 0.3385324 0.4817712 0.2687588 53211.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 4 CD4 CD4 0.9555178 0.9435928 0.9306724 0.9846376 654797.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 5 CD8 CD8 0.8378110 0.8389493 0.8627458 0.7910753 153724.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 6 Ungated Ungated 0.8402626 0.8213772 0.8279590 0.9331661 178542.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 1 CD14 monocytes CD14 monocytes 0.1423277 0.1430130 0.1241649 0.1666874 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 2 CD19 CD19 0.1348564 0.1339394 0.1137087 0.1659067 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 3 CD3+ CD3+ 0.0797798 0.0797358 0.0525258 0.1670897 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 4 CD4 CD4 0.2436217 0.2431867 0.4469620 0.1670795 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 5 CD8 CD8 0.1461974 0.1483035 0.1298590 0.1666805 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 6 Ungated Ungated 0.1433055 0.1428713 0.1254457 0.1664877 182151.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9973501 0.9971683 0.9966694 0.9981673 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 2 CD19 CD19 0.9977959 0.9977245 0.9973462 0.9983909 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 3 CD3+ CD3+ 0.9326685 0.9190756 0.9530722 0.9169976 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 4 CD4 CD4 0.9969014 0.9961625 0.9956446 0.9974557 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 5 CD8 CD8 0.9743091 0.9705667 0.9670460 0.9816821 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 6 Ungated Ungated 0.9860302 0.9858239 0.9918108 0.9803165 481919.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9676500 0.9665670 0.9439157 0.9935071 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 2 CD19 CD19 0.9834628 0.9799605 0.9782040 0.9934390 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 3 CD3+ CD3+ 0.2129704 0.3692246 0.3809677 0.1715858 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 4 CD4 CD4 0.9507044 0.9557003 0.9741259 0.9403638 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 5 CD8 CD8 0.8503537 0.8679192 0.7876727 0.9418925 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 6 Ungated Ungated 0.7000741 0.7638782 0.9983168 0.5395835 481919.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9820265 0.9796641 0.9944024 0.9704830 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 2 CD19 CD19 0.9742843 0.9739615 0.9759634 0.9726477 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 3 CD3+ CD3+ 0.5720139 0.4549103 0.6818174 0.4779012 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 4 CD4 CD4 0.9698169 0.9743585 0.9634150 0.9802985 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 5 CD8 CD8 0.8704362 0.8633590 0.8360234 0.9372872 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 6 Ungated Ungated 0.9081503 0.9033075 0.9106803 0.9356157 481919.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.9291315 0.9335637 0.9724627 0.8894971 859896.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 2 CD19 CD19 0.9501815 0.9453941 0.9751345 0.9262879 390913.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 3 CD3+ CD3+ 0.2837239 0.2886683 0.4451704 0.2077855 128611.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 4 CD4 CD4 0.9679295 0.9649877 0.9435796 0.9864399 1616314.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 5 CD8 CD8 0.7980408 0.7855676 0.7898424 0.8776566 276484.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 6 Ungated Ungated 0.8101688 0.8046229 0.7605884 0.8552315 451464.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1921807 0.1920161 0.2269582 0.1666452 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 2 CD19 CD19 0.1286167 0.1284702 0.1048351 0.1675819 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 3 CD3+ CD3+ 0.0718694 0.0698226 0.0457826 0.1668516 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 4 CD4 CD4 0.2378556 0.2366669 0.4161619 0.1664989 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 5 CD8 CD8 0.1168220 0.1162470 0.0894182 0.1660242 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 6 Ungated Ungated 0.1420001 0.1412435 0.1241407 0.1660017 481919.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 1 /Granulocytes /Granulocytes 0.9999827 0.9999028 0.9999987 0.9999657 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9988664 0.9949693 0.9981243 0.9996097 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9974779 0.9965510 0.9958006 0.9991608 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9575901 0.9484975 0.9940476 0.9210028 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9936105 0.9869958 0.9961641 0.9910700 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9852846 0.7622674 0.9989232 0.9711304 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9945908 0.9814408 0.9944087 0.9947731 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9908347 0.9765212 0.9919088 0.9888662 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9985826 0.9978100 0.9985367 0.9984491 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015949 0.0015949 1.0000000 0.0000000 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9996789 0.9986962 0.9995094 0.9998418 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9823193 0.9700488 0.9928526 0.9716181 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9972684 0.9928140 0.9979877 0.9963954 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9995591 0.9986644 0.9993273 0.9997910 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8908858 0.6079967 0.9940120 0.8046377 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9812449 0.9367277 0.9868372 0.9734491 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9972658 0.9951140 0.9971676 0.9962637 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9987135 0.9967074 0.9981695 0.9992580 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9962744 0.9884969 0.9968927 0.9952395 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9989840 0.9973917 0.9988442 0.9991239 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9942815 0.9692121 0.9969747 0.9906332 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9943560 0.9863357 0.9979329 0.9908046 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9954864 0.9853807 0.9970637 0.9936370 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9954486 0.9876076 0.9917164 0.9986365 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9467098 0.8858794 0.9835456 0.9031522 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9569838 0.9261216 0.9658338 0.9628128 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9867533 0.9808442 0.9920421 0.9810868 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9878527 0.9397124 0.9969681 0.9781801 23780.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 1 /Granulocytes /Granulocytes 0.9954319 0.9958018 0.9999765 0.9909282 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9498759 0.9497035 0.9890828 0.9142698 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9376728 0.9212722 0.9767646 0.9107578 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4837799 0.4845887 0.3539855 0.7625399 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.5856019 0.5630326 0.8823089 0.4311581 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.7984572 0.6834656 0.8551918 0.7025427 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8642580 0.8702721 0.8480968 0.9052983 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9176696 0.9182309 0.8670029 0.9740810 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9928480 0.9881787 0.9885165 0.9967260 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0130249 0.0115900 0.0071127 0.0862471 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9795043 0.9756292 0.9864359 0.9726695 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.5602613 0.4486703 0.9932142 0.3957485 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9682617 0.9668952 0.9459688 0.9886269 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9669872 0.9669065 0.9641580 0.9708532 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0066160 0.0378658 0.0062585 0.0070169 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0877937 0.0900839 0.8742960 0.0461766 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9715749 0.9677758 0.9957724 0.9508145 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9075553 0.8976083 0.9907291 0.8359098 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8225057 0.7745142 0.9911991 0.7004350 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9137503 0.9125561 0.9273401 0.9074236 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.4572673 0.3757431 0.3588857 0.5970750 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9623147 0.9585672 0.9376864 0.9857341 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9302505 0.9133021 0.9349538 0.9511549 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8797543 0.8824969 0.8860095 0.8772846 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5897031 0.5271063 0.5946242 0.4765181 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8000000 0.7678385 0.8984020 0.7040083 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8648380 0.8579191 0.9377286 0.8787290 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.4663708 0.4430577 0.4262289 0.4904542 23780.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 1 /Granulocytes /Granulocytes 0.9994827 0.9993664 0.9993224 0.9994173 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9917683 0.9891025 0.9885234 0.9935089 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9867897 0.9870774 0.9925352 0.9828248 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.7608792 0.7407357 0.7517498 0.8359680 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9340728 0.9238492 0.9107209 0.9586536 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9281739 0.9186081 0.9553911 0.8595565 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9113961 0.9178928 0.9537885 0.8555622 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9736540 0.9605566 0.9890743 0.9641177 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9981397 0.9974908 0.9980164 0.9983814 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0308031 0.0232372 0.0252817 0.0007968 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9858848 0.9838512 0.9850743 0.9898895 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9293793 0.8873491 0.9311636 0.9023238 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9680093 0.9684865 0.9763121 0.9790765 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9912048 0.9887835 0.9914137 0.9910663 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7529138 0.6958097 0.7651428 0.7321564 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9228019 0.9038191 0.9364108 0.9020083 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9848019 0.9809351 0.9864261 0.9783857 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9767779 0.9681815 0.9766556 0.9858827 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9537271 0.9396545 0.9449923 0.9482825 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9828731 0.9723393 0.9896151 0.9839625 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8599901 0.8082142 0.9138824 0.8495665 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9344729 0.9363330 0.9477577 0.9735311 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9845020 0.9814180 0.9805324 0.9853852 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9424347 0.9331396 0.9348305 0.9398254 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6408097 0.6514951 0.8300763 0.5921142 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9171070 0.9079063 0.8746477 0.9401848 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9777706 0.9574299 0.9843807 0.9712971 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8469207 0.8276276 0.8809921 0.7900709 23780.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 1 /Granulocytes /Granulocytes 0.9941722 0.9920517 0.9993092 0.9890878 9728281.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9697640 0.9657857 0.9697496 0.9697036 613341.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9451932 0.9397047 0.9333990 0.9495075 986287.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4568719 0.4259651 0.4363223 0.4531360 44058.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8150012 0.7987508 0.7720978 0.8629531 90284.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8352932 0.8381994 0.7518064 0.9310587 2864.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8177864 0.8058207 0.7202498 0.9213517 51312.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8728482 0.8716001 0.7825891 0.9866414 42683.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9166037 0.9170688 0.8469229 0.9987843 141617.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0509934 0.0481132 0.0315444 0.1329879 1159.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9559097 0.9564201 0.9492055 0.9662001 1003288.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6365318 0.6332422 0.7917385 0.5703205 49781.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9224168 0.9205635 0.8681852 0.9837275 141716.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9640053 0.9642419 0.9863359 0.9429581 1303991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3990007 0.3898884 0.5468026 0.3227535 4912.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8630572 0.8603703 0.9376841 0.8163791 42481.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9497408 0.9497978 0.9346820 0.9686542 459283.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9184407 0.9173536 0.9551278 0.8901108 448215.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8961737 0.8759022 0.8412484 0.9297658 87308.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9327076 0.9297118 0.9305049 0.9408574 433651.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7764254 0.7633752 0.6576801 0.9434751 25731.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8211717 0.8084608 0.7539711 0.9012171 48702.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8598470 0.8424187 0.7718165 0.9654584 64245.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8594069 0.8594098 0.8263637 0.9113552 96453.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6389649 0.6351569 0.5180972 0.8605879 7114.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8270372 0.8219025 0.7156016 0.9763320 8746.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7440970 0.7333099 0.9011770 0.6392085 48061.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7092078 0.7073246 0.6149978 0.8371217 23625.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 1 /Granulocytes /Granulocytes 0.0652474 0.0657566 0.6037370 0.0344870 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0362850 0.0362920 0.0379797 0.0347352 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0444866 0.0446038 0.0621690 0.0345517 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056278 0.0056578 0.0030590 0.0353968 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0096833 0.0097005 0.0056086 0.0345923 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003643 0.0003707 0.0001831 0.0349815 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0058748 0.0058613 0.0032010 0.0351636 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0049236 0.0048739 0.0026513 0.0347460 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140854 0.0141162 0.0088117 0.0348745 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001493 0.0001578 0.0000748 0.0327215 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0449597 0.0450518 0.0636569 0.0346967 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059718 0.0059184 0.0032633 0.0351324 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140868 0.0140959 0.0088417 0.0346293 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0491349 0.0490813 0.0831439 0.0348177 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006024 0.0006288 0.0003039 0.0334093 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051093 0.0051085 0.0027543 0.0351890 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0312615 0.0313368 0.0285911 0.0344821 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0313362 0.0314583 0.0287726 0.0344469 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101135 0.0101729 0.0059227 0.0343881 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0306790 0.0305989 0.0272762 0.0346232 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0033950 0.0033753 0.0017816 0.0351166 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057002 0.0057185 0.0030977 0.0354169 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070912 0.0071325 0.0039506 0.0341925 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106488 0.0105584 0.0062700 0.0352700 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009121 0.0009165 0.0004621 0.0351508 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010391 0.0010446 0.0005277 0.0337815 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056309 0.0055995 0.0030670 0.0343249 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027711 0.0027721 0.0014445 0.0345308 23780.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 1 APCs APCs 0.2165148 0.2165148 0.1326681 0.0000000 172248.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 10 ungated ungated 0.8239326 0.7836351 0.8538146 0.8655132 966645.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 40584.0 4
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 3 CD15+ CD15+ 0.0587226 0.0781452 0.2000000 0.0135870 396.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 4 CD19+ CD19+ 0.9221831 0.7500650 0.9469029 0.8987212 90099.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 5 CD20+ CD20+ 0.0666084 0.0666084 0.0350561 0.0000000 2769.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 6 CD3+ CD3+ 0.9529061 0.7638111 0.9243593 0.9756282 701921.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 7 CD45+DR- NK cells CD45+DR- NK cells NA NA 0.0000000 0.0000000 29155.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 8 CD56+DR- NK cells CD56+DR- NK cells 0.0002069 0.0002069 0.0001039 0.0000000 29306.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 9 Other Other 0.4781599 0.4781599 0.3325349 0.0000000 261061.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 1 APCs APCs 0.1480233 0.1480233 0.0921465 0.0000000 172248.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 10 ungated ungated 0.8300277 0.8291659 0.9956478 0.7116491 966645.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 40584.0 4
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 3 CD15+ CD15+ 0.0464376 0.0384986 0.0244277 0.4691689 396.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 4 CD19+ CD19+ 0.8532587 0.7379790 0.7742816 0.9268657 90099.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 5 CD20+ CD20+ 0.0051282 0.0098433 0.0025749 0.1502347 2769.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 6 CD3+ CD3+ 0.9421923 0.9382291 0.8918632 0.9982776 701921.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 7 CD45+DR- NK cells CD45+DR- NK cells 0.0006046 0.0006046 0.0003035 0.0000000 29155.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 8 CD56+DR- NK cells CD56+DR- NK cells 0.0000622 0.0000622 0.0000312 0.0000000 29306.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 9 Other Other 0.3461324 0.3461324 0.2675428 0.0000000 261061.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 1 APCs APCs 0.2775698 0.2775698 0.1663749 0.0000000 172248.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 10 ungated ungated 0.8423985 0.7941224 0.9164442 0.8379850 966645.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 40584.0 4
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 3 CD15+ CD15+ NA NA 0.0000000 0.0000000 396.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 4 CD19+ CD19+ 0.8892026 0.8962081 0.9224641 0.8218059 90099.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 5 CD20+ CD20+ 0.0536260 0.0536260 0.0294676 0.0000000 2769.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 6 CD3+ CD3+ 0.9414126 0.9370831 0.8968425 0.9919489 701921.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 7 CD45+DR- NK cells CD45+DR- NK cells 0.0062130 0.0062130 0.0031189 0.0000000 29155.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 8 CD56+DR- NK cells CD56+DR- NK cells 0.0059084 0.0059084 0.0029639 0.0000000 29306.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 9 Other Other 0.5085226 0.5085226 0.3428004 0.0000000 261061.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 1 APCs APCs 0.2696625 0.2696625 0.1611334 0.0000000 162070.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 10 ungated ungated 0.8133384 0.7732852 0.8467624 0.7824528 949417.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 39305.5 4
dataset_name-FR-FCM-ZZRQ_seed-42 lda 3 CD15+ CD15+ 0.1933521 0.2016946 0.1074681 0.9627040 394.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 4 CD19+ CD19+ 0.6853919 0.5638038 0.8003490 0.6088307 83591.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 5 CD20+ CD20+ 0.0715864 0.0662356 0.0632911 0.0576102 1484.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 6 CD3+ CD3+ 0.9024961 0.7250754 0.8509963 0.9499030 637441.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 7 CD45+DR- NK cells CD45+DR- NK cells 0.0028709 0.0028709 0.0014383 0.0000000 28411.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 8 CD56+DR- NK cells CD56+DR- NK cells 0.0030441 0.0030441 0.0015249 0.0000000 27787.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 9 Other Other 0.4771861 0.4771861 0.3268422 0.0000000 205887.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 1 APCs APCs 0.0645166 0.0645166 0.0398960 0.0000000 172248.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 10 ungated ungated 0.2415471 0.2474518 0.4322934 0.1669134 966645.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 40584.0 4
dataset_name-FR-FCM-ZZRQ_seed-42 random 3 CD15+ CD15+ 0.0003787 0.0003613 0.0001895 0.1657609 396.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 4 CD19+ CD19+ 0.0670730 0.0667624 0.0419860 0.1666446 90099.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 5 CD20+ CD20+ 0.0014511 0.0014777 0.0007287 0.1589021 2769.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 6 CD3+ CD3+ 0.2219723 0.2237382 0.3186315 0.1663517 701921.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 7 CD45+DR- NK cells CD45+DR- NK cells 0.0000980 0.0000980 0.0000490 0.0000000 29155.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 8 CD56+DR- NK cells CD56+DR- NK cells 0.0001280 0.0001280 0.0000640 0.0000000 29306.0 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 9 Other Other 0.1089220 0.1089220 0.0807977 0.0000000 261061.0 5
dataset_name-Levine_seed-42 cyanno 1 Basophils Basophils 0.1267680 0.1267680 0.4138577 0.0848197 603.5 2
dataset_name-Levine_seed-42 cyanno 10 Monocytes Monocytes 0.2770644 0.2770644 0.4982090 0.2222690 10549.5 2
dataset_name-Levine_seed-42 cyanno 11 Plasma_B_cells Plasma_B_cells 0.0646877 0.0646877 0.5000000 0.0365404 165.0 2
dataset_name-Levine_seed-42 cyanno 12 Pre_B_cells Pre_B_cells 0.2468908 0.2468908 0.4935846 0.1878442 3067.5 2
dataset_name-Levine_seed-42 cyanno 13 Pro_B_cells Pro_B_cells 0.0584717 0.0584717 0.5000000 0.0315827 256.5 2
dataset_name-Levine_seed-42 cyanno 14 pDCs pDCs 0.0197853 0.0197853 0.4166667 0.0102426 619.0 2
dataset_name-Levine_seed-42 cyanno 15 ungated ungated 0.7039846 0.7039846 0.6216476 0.8136154 80721.5 2
dataset_name-Levine_seed-42 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.1660450 0.1660450 0.4988479 0.1193931 1124.0 2
dataset_name-Levine_seed-42 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.1923266 0.1923266 0.4960530 0.1326096 1952.5 2
dataset_name-Levine_seed-42 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 0.0161290 0.5000000 0.0040984 152.0 2
dataset_name-Levine_seed-42 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1702230 0.1702230 0.4986085 0.1187123 1647.5 2
dataset_name-Levine_seed-42 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0775569 0.0775569 0.4444444 0.0455015 458.0 2
dataset_name-Levine_seed-42 cyanno 7 CD4_T_cells CD4_T_cells 0.3879407 0.3879407 0.4972026 0.3358178 13183.0 2
dataset_name-Levine_seed-42 cyanno 8 CD8_T_cells CD8_T_cells 0.3534166 0.3534166 0.4983166 0.2739824 10054.0 2
dataset_name-Levine_seed-42 cyanno 9 Mature_B_cells Mature_B_cells 0.4286014 0.4286014 0.4953712 0.3853220 8260.0 2
dataset_name-Levine_seed-42 cygate 1 Basophils Basophils 0.5274075 0.5274075 0.3611810 0.9931958 603.5 2
dataset_name-Levine_seed-42 cygate 10 Monocytes Monocytes 0.5671024 0.5671024 0.3966864 0.9957921 10549.5 2
dataset_name-Levine_seed-42 cygate 11 Plasma_B_cells Plasma_B_cells 0.5175070 0.5175070 0.3727016 0.8739180 165.0 2
dataset_name-Levine_seed-42 cygate 12 Pre_B_cells Pre_B_cells 0.5727447 0.5727447 0.4051977 0.9842972 3067.5 2
dataset_name-Levine_seed-42 cygate 13 Pro_B_cells Pro_B_cells 0.3405802 0.3405802 0.2469305 0.5486731 256.5 2
dataset_name-Levine_seed-42 cygate 14 pDCs pDCs 0.4871313 0.4871313 0.3252326 0.9717823 619.0 2
dataset_name-Levine_seed-42 cygate 15 ungated ungated 0.0627920 0.0627920 0.8761967 0.0325913 80721.5 2
dataset_name-Levine_seed-42 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5382810 0.5382810 0.3905535 0.8690185 1124.0 2
dataset_name-Levine_seed-42 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5318761 0.5318761 0.3841378 0.8815701 1952.5 2
dataset_name-Levine_seed-42 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0305035 0.0305035 0.0216036 0.0519276 152.0 2
dataset_name-Levine_seed-42 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5800470 0.5800470 0.4131979 0.9789072 1647.5 2
dataset_name-Levine_seed-42 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5983844 0.5983844 0.4297805 0.9857357 458.0 2
dataset_name-Levine_seed-42 cygate 7 CD4_T_cells CD4_T_cells 0.5892620 0.5892620 0.4203958 0.9891008 13183.0 2
dataset_name-Levine_seed-42 cygate 8 CD8_T_cells CD8_T_cells 0.6044776 0.6044776 0.4344498 0.9966680 10054.0 2
dataset_name-Levine_seed-42 cygate 9 Mature_B_cells Mature_B_cells 0.6175058 0.6175058 0.4529068 0.9701109 8260.0 2
dataset_name-Levine_seed-42 dgcytof 1 Basophils Basophils 0.0250900 0.0250900 0.3153846 0.0136084 603.5 2
dataset_name-Levine_seed-42 dgcytof 10 Monocytes Monocytes 0.4813560 0.4813560 0.4806102 0.5364438 10549.5 2
dataset_name-Levine_seed-42 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.2955552 0.2955552 0.4473684 0.2906911 165.0 2
dataset_name-Levine_seed-42 dgcytof 12 Pre_B_cells Pre_B_cells 0.1347247 0.1347247 0.4713976 0.0789079 3067.5 2
dataset_name-Levine_seed-42 dgcytof 13 Pro_B_cells Pro_B_cells 0.2658110 0.2658110 0.4880319 0.2911727 256.5 2
dataset_name-Levine_seed-42 dgcytof 14 pDCs pDCs 0.2669134 0.2669134 0.4711012 0.1886306 619.0 2
dataset_name-Levine_seed-42 dgcytof 15 ungated ungated 0.7029446 0.7029446 0.6139908 0.8222146 80721.5 2
dataset_name-Levine_seed-42 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.3270628 0.3270628 0.4151382 0.3746679 1124.0 2
dataset_name-Levine_seed-42 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.2886849 0.2886849 0.4292994 0.3871840 1952.5 2
dataset_name-Levine_seed-42 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2512049 0.2512049 0.4006410 0.2596379 152.0 2
dataset_name-Levine_seed-42 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0112450 0.0112450 0.4375000 0.0028478 1647.5 2
dataset_name-Levine_seed-42 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.1912780 0.1912780 0.4922360 0.1567508 458.0 2
dataset_name-Levine_seed-42 dgcytof 7 CD4_T_cells CD4_T_cells 0.2403160 0.2403160 0.2171280 0.0830622 13183.0 2
dataset_name-Levine_seed-42 dgcytof 8 CD8_T_cells CD8_T_cells 0.3470646 0.3470646 0.4586859 0.1395683 10054.0 2
dataset_name-Levine_seed-42 dgcytof 9 Mature_B_cells Mature_B_cells 0.3230000 0.3230000 0.4903957 0.4008604 8260.0 2
dataset_name-Levine_seed-42 lda 1 Basophils Basophils 0.2555170 0.2555170 0.2584386 0.3921219 520.0 2
dataset_name-Levine_seed-42 lda 10 Monocytes Monocytes 0.4985031 0.4985031 0.4019225 0.6839227 8508.5 2
dataset_name-Levine_seed-42 lda 11 Plasma_B_cells Plasma_B_cells 0.5140337 0.5140337 0.3709056 0.8518582 162.0 2
dataset_name-Levine_seed-42 lda 12 Pre_B_cells Pre_B_cells 0.4410410 0.4410410 0.4092290 0.5487831 2489.5 2
dataset_name-Levine_seed-42 lda 13 Pro_B_cells Pro_B_cells 0.2166632 0.2166632 0.1411531 0.5007326 219.5 2
dataset_name-Levine_seed-42 lda 14 pDCs pDCs 0.3460911 0.3460911 0.2541456 0.5848323 525.5 2
dataset_name-Levine_seed-42 lda 15 ungated ungated 0.5450438 0.5450438 0.6532335 0.4765212 63021.5 2
dataset_name-Levine_seed-42 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3339097 0.3339097 0.3973980 0.4899535 1074.5 2
dataset_name-Levine_seed-42 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3868134 0.3868134 0.3316437 0.5024978 1764.5 2
dataset_name-Levine_seed-42 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2556707 0.2556707 0.2771872 0.3078096 124.0 2
dataset_name-Levine_seed-42 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3513848 0.3513848 0.3575048 0.3538289 1403.5 2
dataset_name-Levine_seed-42 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2419394 0.2419394 0.1626508 0.5334410 387.0 2
dataset_name-Levine_seed-42 lda 7 CD4_T_cells CD4_T_cells 0.4016233 0.4016233 0.4439970 0.4068615 8142.0 2
dataset_name-Levine_seed-42 lda 8 CD8_T_cells CD8_T_cells 0.4814350 0.4814350 0.4505887 0.5234132 7170.5 2
dataset_name-Levine_seed-42 lda 9 Mature_B_cells Mature_B_cells 0.5568984 0.5568984 0.4499927 0.7339326 6527.5 2
dataset_name-Levine_seed-42 random 1 Basophils Basophils 0.0069382 0.0069382 0.0036983 0.0574753 603.5 2
dataset_name-Levine_seed-42 random 10 Monocytes Monocytes 0.0733508 0.0733508 0.0782385 0.0694657 10549.5 2
dataset_name-Levine_seed-42 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0014474 0.0007370 0.0403008 165.0 2
dataset_name-Levine_seed-42 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0381823 0.0275321 0.0681116 3067.5 2
dataset_name-Levine_seed-42 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0039471 0.0020749 0.0553631 256.5 2
dataset_name-Levine_seed-42 random 14 pDCs pDCs 0.0111091 0.0111091 0.0061102 0.0696415 619.0 2
dataset_name-Levine_seed-42 random 15 ungated ungated 0.1195857 0.1195857 0.5915343 0.0665282 80721.5 2
dataset_name-Levine_seed-42 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0132175 0.0074216 0.0621880 1124.0 2
dataset_name-Levine_seed-42 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0252064 0.0156071 0.0664401 1952.5 2
dataset_name-Levine_seed-42 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0018553 0.0009467 0.0493154 152.0 2
dataset_name-Levine_seed-42 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0243956 0.0149395 0.0689886 1647.5 2
dataset_name-Levine_seed-42 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0077937 0.0040963 0.0800360 458.0 2
dataset_name-Levine_seed-42 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0808677 0.1024662 0.0669720 13183.0 2
dataset_name-Levine_seed-42 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0735189 0.0820759 0.0672536 10054.0 2
dataset_name-Levine_seed-42 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0622476 0.0594759 0.0654708 8260.0 2
dataset_name-Samusik_seed-42 cyanno 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1750297 0.1912298 0.9517685 0.0963603 3795.0 5
dataset_name-Samusik_seed-42 cyanno 10 HSC HSC NA NA NA 0.0000000 26.0 5
dataset_name-Samusik_seed-42 cyanno 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9374986 0.9388574 0.9285376 0.9488655 44647.0 5
dataset_name-Samusik_seed-42 cyanno 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9827356 0.9824710 0.9768204 0.9879106 102735.0 5
dataset_name-Samusik_seed-42 cyanno 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8954210 0.8954949 0.9177477 0.8847359 18870.0 5
dataset_name-Samusik_seed-42 cyanno 14 Intermediate Monocytes Intermediate Monocytes 0.9463547 0.9442022 0.9374547 0.9558400 75371.0 5
dataset_name-Samusik_seed-42 cyanno 15 MEP MEP 0.6957233 0.6754296 0.7933374 0.6218926 4885.0 5
dataset_name-Samusik_seed-42 cyanno 16 MPP MPP 0.1202003 0.1111556 0.9375000 0.0642284 1121.0 5
dataset_name-Samusik_seed-42 cyanno 17 Macrophages Macrophages 0.5297096 0.5236172 0.8369565 0.3831920 2637.0 5
dataset_name-Samusik_seed-42 cyanno 18 NK cells NK cells 0.8388689 0.8308863 0.9387278 0.7578875 2916.0 5
dataset_name-Samusik_seed-42 cyanno 19 NKT cells NKT cells 0.9320900 0.9273444 0.9528482 0.9130262 7640.0 5
dataset_name-Samusik_seed-42 cyanno 2 Basophils Basophils 0.7818757 0.7816699 0.9046053 0.6909637 3635.0 5
dataset_name-Samusik_seed-42 cyanno 20 Non-Classical Monocytes Non-Classical Monocytes 0.9475446 0.9455955 0.9372461 0.9523810 7089.0 5
dataset_name-Samusik_seed-42 cyanno 21 Plasma Cells Plasma Cells 0.4848763 0.5796549 0.9253731 0.3380192 1545.0 5
dataset_name-Samusik_seed-42 cyanno 22 gd T cells gd T cells 0.1727749 0.1487455 1.0000000 0.0945559 349.0 5
dataset_name-Samusik_seed-42 cyanno 23 mDCs mDCs 0.4589917 0.4056113 0.8543417 0.3137860 980.0 5
dataset_name-Samusik_seed-42 cyanno 24 pDCs pDCs 0.9801275 0.9800432 0.9794512 0.9806487 23782.0 5
dataset_name-Samusik_seed-42 cyanno 25 ungated ungated 0.9074230 0.9066348 0.8951358 0.9199149 296206.0 5
dataset_name-Samusik_seed-42 cyanno 3 CD4 T cells CD4 T cells 0.9301151 0.9258523 0.9544588 0.9019090 5073.0 5
dataset_name-Samusik_seed-42 cyanno 4 CD8 T cells CD8 T cells 0.9763999 0.9736724 0.9774524 0.9727165 11156.0 5
dataset_name-Samusik_seed-42 cyanno 5 CLP CLP NA NA NA 0.0000000 434.0 5
dataset_name-Samusik_seed-42 cyanno 6 CMP CMP 0.0918947 0.1117366 0.9416667 0.0483170 1842.0 5
dataset_name-Samusik_seed-42 cyanno 7 Classical Monocytes Classical Monocytes 0.9577189 0.9560990 0.9389634 0.9780008 89264.0 5
dataset_name-Samusik_seed-42 cyanno 8 Eosinophils Eosinophils 0.9553804 0.9553137 0.9460004 0.9644888 48584.0 5
dataset_name-Samusik_seed-42 cyanno 9 GMP GMP 0.6507200 0.6569801 0.8562126 0.5152657 5418.0 5
dataset_name-Samusik_seed-42 cygate 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0800921 0.0973908 0.2979452 0.0462643 3795.0 5
dataset_name-Samusik_seed-42 cygate 10 HSC HSC 0.0222222 0.0352793 0.0087146 0.1538462 26.0 5
dataset_name-Samusik_seed-42 cygate 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7918160 0.7922416 0.6578306 0.9943409 44647.0 5
dataset_name-Samusik_seed-42 cygate 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9284035 0.9341479 0.8666301 0.9996324 102735.0 5
dataset_name-Samusik_seed-42 cygate 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5149563 0.5232414 0.3478261 0.9900635 18870.0 5
dataset_name-Samusik_seed-42 cygate 14 Intermediate Monocytes Intermediate Monocytes 0.8225704 0.8166359 0.7194892 0.9609053 75371.0 5
dataset_name-Samusik_seed-42 cygate 15 MEP MEP 0.6771491 0.6809399 0.5141814 0.9919663 4885.0 5
dataset_name-Samusik_seed-42 cygate 16 MPP MPP 0.3927894 0.3735249 0.2491325 0.9241071 1121.0 5
dataset_name-Samusik_seed-42 cygate 17 Macrophages Macrophages 0.4690265 0.4690320 0.3148020 0.9224233 2637.0 5
dataset_name-Samusik_seed-42 cygate 18 NK cells NK cells 0.5159316 0.5169618 0.3615614 0.9096816 2916.0 5
dataset_name-Samusik_seed-42 cygate 19 NKT cells NKT cells 0.6716494 0.6784062 0.5517501 0.8581265 7640.0 5
dataset_name-Samusik_seed-42 cygate 2 Basophils Basophils 0.6310254 0.6276541 0.4787234 0.8874828 3635.0 5
dataset_name-Samusik_seed-42 cygate 20 Non-Classical Monocytes Non-Classical Monocytes 0.8531164 0.7756108 0.7876682 0.9293821 7089.0 5
dataset_name-Samusik_seed-42 cygate 21 Plasma Cells Plasma Cells 0.7894324 0.7873401 0.6712633 0.9580952 1545.0 5
dataset_name-Samusik_seed-42 cygate 22 gd T cells gd T cells 0.2915506 0.2992332 0.1736726 0.9077810 349.0 5
dataset_name-Samusik_seed-42 cygate 23 mDCs mDCs 0.6420356 0.6464736 0.4898936 0.9277487 980.0 5
dataset_name-Samusik_seed-42 cygate 24 pDCs pDCs 0.9430184 0.9432085 0.9208913 0.9668963 23782.0 5
dataset_name-Samusik_seed-42 cygate 25 ungated ungated 0.3927534 0.3888978 0.9906814 0.2449168 296206.0 5
dataset_name-Samusik_seed-42 cygate 3 CD4 T cells CD4 T cells 0.6528178 0.6528713 0.4891220 0.9820027 5073.0 5
dataset_name-Samusik_seed-42 cygate 4 CD8 T cells CD8 T cells 0.7847236 0.7881456 0.6476094 0.9957736 11156.0 5
dataset_name-Samusik_seed-42 cygate 5 CLP CLP 0.1082315 0.0978867 0.0581742 0.7757009 434.0 5
dataset_name-Samusik_seed-42 cygate 6 CMP CMP 0.3585959 0.3562819 0.2188413 0.9978202 1842.0 5
dataset_name-Samusik_seed-42 cygate 7 Classical Monocytes Classical Monocytes 0.8209609 0.8189925 0.7104669 0.9759230 89264.0 5
dataset_name-Samusik_seed-42 cygate 8 Eosinophils Eosinophils 0.8622464 0.8622643 0.8267776 0.9001869 48584.0 5
dataset_name-Samusik_seed-42 cygate 9 GMP GMP 0.4985997 0.5114899 0.3326808 0.9946790 5418.0 5
dataset_name-Samusik_seed-42 dgcytof 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5198578 0.4848992 0.7062544 0.4316141 3795.0 5
dataset_name-Samusik_seed-42 dgcytof 10 HSC HSC 0.1494058 0.1494058 0.0000000 0.0000000 26.0 5
dataset_name-Samusik_seed-42 dgcytof 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9031758 0.8960126 0.9073896 0.8920697 44647.0 5
dataset_name-Samusik_seed-42 dgcytof 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9676880 0.9653214 0.9444139 0.9887283 102735.0 5
dataset_name-Samusik_seed-42 dgcytof 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8534499 0.8529172 0.8425594 0.8646256 18870.0 5
dataset_name-Samusik_seed-42 dgcytof 14 Intermediate Monocytes Intermediate Monocytes 0.9294284 0.9258813 0.8961719 0.9655261 75371.0 5
dataset_name-Samusik_seed-42 dgcytof 15 MEP MEP 0.7160148 0.6900379 0.7001174 0.7326510 4885.0 5
dataset_name-Samusik_seed-42 dgcytof 16 MPP MPP 0.6215539 0.6220505 0.6573088 0.5963636 1121.0 5
dataset_name-Samusik_seed-42 dgcytof 17 Macrophages Macrophages 0.5974675 0.5318111 0.6211180 0.5588814 2637.0 5
dataset_name-Samusik_seed-42 dgcytof 18 NK cells NK cells 0.7843418 0.7748294 0.7414400 0.8594364 2916.0 5
dataset_name-Samusik_seed-42 dgcytof 19 NKT cells NKT cells 0.8730263 0.8784082 0.8754157 0.9060101 7640.0 5
dataset_name-Samusik_seed-42 dgcytof 2 Basophils Basophils 0.7780403 0.7611819 0.8051643 0.7586398 3635.0 5
dataset_name-Samusik_seed-42 dgcytof 20 Non-Classical Monocytes Non-Classical Monocytes 0.9102114 0.9054267 0.8593952 0.9579372 7089.0 5
dataset_name-Samusik_seed-42 dgcytof 21 Plasma Cells Plasma Cells 0.7860504 0.7765400 0.8208531 0.7850467 1545.0 5
dataset_name-Samusik_seed-42 dgcytof 22 gd T cells gd T cells 0.5628043 0.5557091 0.8025210 0.5504323 349.0 5
dataset_name-Samusik_seed-42 dgcytof 23 mDCs mDCs 0.5728155 0.5786835 0.7457627 0.4772497 980.0 5
dataset_name-Samusik_seed-42 dgcytof 24 pDCs pDCs 0.9591172 0.9517165 0.9583610 0.9697530 23782.0 5
dataset_name-Samusik_seed-42 dgcytof 25 ungated ungated 0.8645006 0.8628997 0.8837505 0.8472151 296206.0 5
dataset_name-Samusik_seed-42 dgcytof 3 CD4 T cells CD4 T cells 0.8210608 0.7980214 0.8167049 0.8222989 5073.0 5
dataset_name-Samusik_seed-42 dgcytof 4 CD8 T cells CD8 T cells 0.9046386 0.9007042 0.8547256 0.9553603 11156.0 5
dataset_name-Samusik_seed-42 dgcytof 5 CLP CLP 0.2786026 0.2766402 0.3768997 0.1635514 434.0 5
dataset_name-Samusik_seed-42 dgcytof 6 CMP CMP 0.5689489 0.5720685 0.7145488 0.4652318 1842.0 5
dataset_name-Samusik_seed-42 dgcytof 7 Classical Monocytes Classical Monocytes 0.9332027 0.9332915 0.9253422 0.9437175 89264.0 5
dataset_name-Samusik_seed-42 dgcytof 8 Eosinophils Eosinophils 0.9371557 0.9365289 0.9389478 0.9367817 48584.0 5
dataset_name-Samusik_seed-42 dgcytof 9 GMP GMP 0.7118079 0.6998594 0.6711683 0.7888520 5418.0 5
dataset_name-Samusik_seed-42 lda 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0258752 0.0227460 0.0471338 0.0183623 2015.0 5
dataset_name-Samusik_seed-42 lda 10 HSC HSC 0.0195145 0.0198879 0.0107458 0.0833333 24.0 5
dataset_name-Samusik_seed-42 lda 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4326040 0.4197419 0.4794407 0.4050826 12880.0 5
dataset_name-Samusik_seed-42 lda 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9451103 0.9459637 0.9372967 0.9578379 85038.0 5
dataset_name-Samusik_seed-42 lda 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1391971 0.1510924 0.2547071 0.0964169 6582.0 5
dataset_name-Samusik_seed-42 lda 14 Intermediate Monocytes Intermediate Monocytes 0.7646737 0.7402073 0.7192748 0.8117918 53393.0 5
dataset_name-Samusik_seed-42 lda 15 MEP MEP 0.4425730 0.4440989 0.3922615 0.5491732 4666.0 5
dataset_name-Samusik_seed-42 lda 16 MPP MPP 0.1525862 0.1635194 0.0919719 0.4419695 796.0 5
dataset_name-Samusik_seed-42 lda 17 Macrophages Macrophages 0.5734404 0.5712489 0.4302620 0.8594344 2478.0 5
dataset_name-Samusik_seed-42 lda 18 NK cells NK cells 0.4445938 0.4444544 0.3119679 0.7809996 2741.0 5
dataset_name-Samusik_seed-42 lda 19 NKT cells NKT cells 0.5940669 0.5955151 0.4912140 0.7513986 7295.0 5
dataset_name-Samusik_seed-42 lda 2 Basophils Basophils 0.5822002 0.5773741 0.5073244 0.6830046 3448.0 5
dataset_name-Samusik_seed-42 lda 20 Non-Classical Monocytes Non-Classical Monocytes 0.7768634 0.7791973 0.7295226 0.8423761 6801.0 5
dataset_name-Samusik_seed-42 lda 21 Plasma Cells Plasma Cells 0.8911628 0.8898904 0.8324786 0.9599198 1537.0 5
dataset_name-Samusik_seed-42 lda 22 gd T cells gd T cells 0.3545673 0.3553028 0.2226415 0.8542857 340.0 5
dataset_name-Samusik_seed-42 lda 23 mDCs mDCs 0.6163575 0.6150530 0.5104749 0.7919670 967.0 5
dataset_name-Samusik_seed-42 lda 24 pDCs pDCs 0.8424948 0.8486987 0.9294389 0.7704257 22994.0 5
dataset_name-Samusik_seed-42 lda 25 ungated ungated 0.6445846 0.6422923 0.6799801 0.6191585 218053.0 5
dataset_name-Samusik_seed-42 lda 3 CD4 T cells CD4 T cells 0.6494499 0.6497094 0.5181697 0.8695300 4936.0 5
dataset_name-Samusik_seed-42 lda 4 CD8 T cells CD8 T cells 0.7828825 0.7820065 0.7323671 0.8460066 10960.0 5
dataset_name-Samusik_seed-42 lda 5 CLP CLP 0.0833333 0.0849230 0.0503145 0.3055556 330.0 5
dataset_name-Samusik_seed-42 lda 6 CMP CMP 0.1927835 0.1885516 0.1460190 0.2803598 1334.0 5
dataset_name-Samusik_seed-42 lda 7 Classical Monocytes Classical Monocytes 0.5470521 0.5291837 0.6062087 0.4964008 42870.0 5
dataset_name-Samusik_seed-42 lda 8 Eosinophils Eosinophils 0.8312166 0.8316710 0.8409776 0.8262052 41209.0 5
dataset_name-Samusik_seed-42 lda 9 GMP GMP 0.3921442 0.3804292 0.3466964 0.4900709 4230.0 5
dataset_name-Samusik_seed-42 random 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085468 0.0086089 0.0048126 0.0385228 3795.0 5
dataset_name-Samusik_seed-42 random 10 HSC HSC 0.0000668 0.0000795 0.0000334 0.0384615 26.0 5
dataset_name-Samusik_seed-42 random 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0473117 0.0474511 0.0592528 0.0394651 44647.0 5
dataset_name-Samusik_seed-42 random 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0615889 0.0618441 0.1350094 0.0398939 102735.0 5
dataset_name-Samusik_seed-42 random 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0305922 0.0311910 0.0246034 0.0404346 18870.0 5
dataset_name-Samusik_seed-42 random 14 Intermediate Monocytes Intermediate Monocytes 0.0570815 0.0569821 0.0983197 0.0398617 75371.0 5
dataset_name-Samusik_seed-42 random 15 MEP MEP 0.0111136 0.0112222 0.0064479 0.0402091 4885.0 5
dataset_name-Samusik_seed-42 random 16 MPP MPP 0.0027407 0.0028711 0.0014219 0.0383929 1121.0 5
dataset_name-Samusik_seed-42 random 17 Macrophages Macrophages 0.0063207 0.0063274 0.0034356 0.0394388 2637.0 5
dataset_name-Samusik_seed-42 random 18 NK cells NK cells 0.0069004 0.0068420 0.0037779 0.0384615 2916.0 5
dataset_name-Samusik_seed-42 random 19 NKT cells NKT cells 0.0160643 0.0159977 0.0100575 0.0398853 7640.0 5
dataset_name-Samusik_seed-42 random 2 Basophils Basophils 0.0084009 0.0083900 0.0047037 0.0399886 3635.0 5
dataset_name-Samusik_seed-42 random 20 Non-Classical Monocytes Non-Classical Monocytes 0.0148217 0.0153550 0.0091916 0.0389336 7089.0 5
dataset_name-Samusik_seed-42 random 21 Plasma Cells Plasma Cells 0.0033902 0.0034050 0.0017832 0.0343176 1545.0 5
dataset_name-Samusik_seed-42 random 22 gd T cells gd T cells 0.0010313 0.0010024 0.0005215 0.0450704 349.0 5
dataset_name-Samusik_seed-42 random 23 mDCs mDCs 0.0026572 0.0026617 0.0013726 0.0418367 980.0 5
dataset_name-Samusik_seed-42 random 24 pDCs pDCs 0.0357045 0.0353837 0.0316220 0.0409974 23782.0 5
dataset_name-Samusik_seed-42 random 25 ungated ungated 0.0719345 0.0719084 0.3898691 0.0395933 296206.0 5
dataset_name-Samusik_seed-42 random 3 CD4 T cells CD4 T cells 0.0112208 0.0112359 0.0065735 0.0404930 5073.0 5
dataset_name-Samusik_seed-42 random 4 CD8 T cells CD8 T cells 0.0210188 0.0209630 0.0143740 0.0392372 11156.0 5
dataset_name-Samusik_seed-42 random 5 CLP CLP 0.0010589 0.0010886 0.0005372 0.0368664 434.0 5
dataset_name-Samusik_seed-42 random 6 CMP CMP 0.0044816 0.0046021 0.0023753 0.0395664 1842.0 5
dataset_name-Samusik_seed-42 random 7 Classical Monocytes Classical Monocytes 0.0605437 0.0605722 0.1184164 0.0406683 89264.0 5
dataset_name-Samusik_seed-42 random 8 Eosinophils Eosinophils 0.0488668 0.0488994 0.0628675 0.0399663 48584.0 5
dataset_name-Samusik_seed-42 random 9 GMP GMP 0.0119682 0.0120741 0.0070798 0.0397633 5418.0 5
dataset_name-Transformed_seed-42 cyanno 1 B-cells IgM+ B-cells IgM+ 0.9340215 0.9357585 0.9520468 0.9235136 6310.0 5
dataset_name-Transformed_seed-42 cyanno 2 B-cells IgM- B-cells IgM- 0.8135534 0.7586109 0.8660180 0.7799124 3062.0 5
dataset_name-Transformed_seed-42 cyanno 3 CD4 T-cells CD4 T-cells 0.9568546 0.9551006 0.9449787 0.9665644 59222.0 5
dataset_name-Transformed_seed-42 cyanno 4 CD8 T-cells CD8 T-cells 0.8941656 0.8921459 0.8931015 0.9036528 48825.0 5
dataset_name-Transformed_seed-42 cyanno 5 DC DC 0.7162162 0.6915440 0.9610275 0.5683646 1851.0 5
dataset_name-Transformed_seed-42 cyanno 6 NK cells NK cells 0.9095324 0.9078622 0.9132673 0.8996895 23095.0 5
dataset_name-Transformed_seed-42 cyanno 7 monocytes monocytes 0.8616667 0.8539591 0.8643698 0.8556183 17026.0 5
dataset_name-Transformed_seed-42 cyanno 8 ungated ungated 0.8599801 0.8558031 0.9264297 0.8043478 3709.0 5
dataset_name-Transformed_seed-42 cygate 1 B-cells IgM+ B-cells IgM+ 0.9050909 0.9048697 0.9699922 0.8483299 6310.0 5
dataset_name-Transformed_seed-42 cygate 2 B-cells IgM- B-cells IgM- 0.7061862 0.7068944 0.6452599 0.8481973 3062.0 5
dataset_name-Transformed_seed-42 cygate 3 CD4 T-cells CD4 T-cells 0.8639098 0.8289218 0.9758579 0.7750033 59222.0 5
dataset_name-Transformed_seed-42 cygate 4 CD8 T-cells CD8 T-cells 0.7421620 0.7534795 0.8154701 0.6730364 48825.0 5
dataset_name-Transformed_seed-42 cygate 5 DC DC 0.7369959 0.7259247 0.7960859 0.6860718 1851.0 5
dataset_name-Transformed_seed-42 cygate 6 NK cells NK cells 0.8285561 0.8175727 0.7854368 0.9018322 23095.0 5
dataset_name-Transformed_seed-42 cygate 7 monocytes monocytes 0.7307473 0.7302340 0.7810865 0.7096793 17026.0 5
dataset_name-Transformed_seed-42 cygate 8 ungated ungated 0.7794845 0.7770327 0.7724458 0.7840376 3709.0 5
dataset_name-Transformed_seed-42 dgcytof 1 B-cells IgM+ B-cells IgM+ 0.8731330 0.8706383 0.8581721 0.8701431 6310.0 5
dataset_name-Transformed_seed-42 dgcytof 2 B-cells IgM- B-cells IgM- 0.6579830 0.6077420 0.6726596 0.5581175 3062.0 5
dataset_name-Transformed_seed-42 dgcytof 3 CD4 T-cells CD4 T-cells 0.9328347 0.9321491 0.9478970 0.9182436 59222.0 5
dataset_name-Transformed_seed-42 dgcytof 4 CD8 T-cells CD8 T-cells 0.8388229 0.8392978 0.8088781 0.8710701 48825.0 5
dataset_name-Transformed_seed-42 dgcytof 5 DC DC 0.8423423 0.8326906 0.8323607 0.8766816 1851.0 5
dataset_name-Transformed_seed-42 dgcytof 6 NK cells NK cells 0.8604716 0.8603342 0.8935862 0.8479037 23095.0 5
dataset_name-Transformed_seed-42 dgcytof 7 monocytes monocytes 0.7983038 0.7991362 0.7925708 0.8246917 17026.0 5
dataset_name-Transformed_seed-42 dgcytof 8 ungated ungated 0.7350812 0.7063076 0.9005901 0.6160690 3709.0 5
dataset_name-Transformed_seed-42 lda 1 B-cells IgM+ B-cells IgM+ 0.8408911 0.8105067 0.8528062 0.8080349 3496.0 5
dataset_name-Transformed_seed-42 lda 2 B-cells IgM- B-cells IgM- 0.4461942 0.4137059 0.6379310 0.4003152 1269.0 5
dataset_name-Transformed_seed-42 lda 3 CD4 T-cells CD4 T-cells 0.8934814 0.9058547 0.9972950 0.8092432 37550.0 5
dataset_name-Transformed_seed-42 lda 4 CD8 T-cells CD8 T-cells 0.7615321 0.7507447 0.7293988 0.8078320 28907.0 5
dataset_name-Transformed_seed-42 lda 5 DC DC 0.8109041 0.8102200 0.7026194 0.9730942 1115.0 5
dataset_name-Transformed_seed-42 lda 6 NK cells NK cells 0.7866710 0.6923589 0.6846405 0.9785902 9833.0 5
dataset_name-Transformed_seed-42 lda 7 monocytes monocytes 0.8006886 0.7997850 0.7690080 0.8217089 9047.0 5
dataset_name-Transformed_seed-42 lda 8 ungated ungated 0.4035088 0.4295573 0.3681592 0.5000000 90.0 5
dataset_name-Transformed_seed-42 random 1 B-cells IgM+ B-cells IgM+ 0.0596325 0.0591013 0.0390187 0.1264223 6310.0 5
dataset_name-Transformed_seed-42 random 2 B-cells IgM- B-cells IgM- 0.0327085 0.0326046 0.0186782 0.1296648 3062.0 5
dataset_name-Transformed_seed-42 random 3 CD4 T-cells CD4 T-cells 0.1850902 0.1848766 0.3636275 0.1242613 59222.0 5
dataset_name-Transformed_seed-42 random 4 CD8 T-cells CD8 T-cells 0.1763399 0.1756470 0.2959415 0.1257685 48825.0 5
dataset_name-Transformed_seed-42 random 5 DC DC 0.0226408 0.0223403 0.0123296 0.1383036 1851.0 5
dataset_name-Transformed_seed-42 random 6 NK cells NK cells 0.1344855 0.1341937 0.1425611 0.1266898 23095.0 5
dataset_name-Transformed_seed-42 random 7 monocytes monocytes 0.1123485 0.1132569 0.1049697 0.1187647 17026.0 5
dataset_name-Transformed_seed-42 random 8 ungated ungated 0.0379277 0.0384910 0.0223346 0.1256559 3709.0 5
dataset_name-flowcyt_seed-42 cyanno 1 B_Lymphocytes B_Lymphocytes 0.9041740 0.8826135 0.9377980 0.9198255 259336.0 5
dataset_name-flowcyt_seed-42 cyanno 2 HSPCs HSPCs 0.7798501 0.7555647 0.9115140 0.6890858 197361.0 5
dataset_name-flowcyt_seed-42 cyanno 3 Mast_cells Mast_cells 0.5888012 0.3707830 0.9300912 0.4307432 3541.0 5
dataset_name-flowcyt_seed-42 cyanno 4 Monocytes Monocytes 0.8818986 0.8844614 0.9589797 0.8630953 300632.0 5
dataset_name-flowcyt_seed-42 cyanno 5 T_Lymphocytes T_Lymphocytes 0.9196880 0.9163136 0.9538766 0.8977729 1263273.0 5
dataset_name-flowcyt_seed-42 cyanno 6 ungated ungated 0.9893221 0.9891032 0.9836591 0.9942590 18679265.0 5
dataset_name-flowcyt_seed-42 cygate 1 B_Lymphocytes B_Lymphocytes 0.5208869 0.5412595 0.3643761 0.9571431 259336.0 5
dataset_name-flowcyt_seed-42 cygate 2 HSPCs HSPCs 0.0992153 0.1745310 0.0577320 0.4486511 197361.0 5
dataset_name-flowcyt_seed-42 cygate 3 Mast_cells Mast_cells 0.0027934 0.0152626 0.0013999 0.5306411 3541.0 5
dataset_name-flowcyt_seed-42 cygate 4 Monocytes Monocytes 0.5671071 0.5694766 0.4014555 0.8916015 300632.0 5
dataset_name-flowcyt_seed-42 cygate 5 T_Lymphocytes T_Lymphocytes 0.7022268 0.6632969 0.5900951 0.9038295 1263273.0 5
dataset_name-flowcyt_seed-42 cygate 6 ungated ungated 0.8067977 0.7786200 0.9812667 0.6853734 18679265.0 5
dataset_name-flowcyt_seed-42 dgcytof 1 B_Lymphocytes B_Lymphocytes 0.0046069 0.2538181 0.0071483 0.0033986 259336.0 5
dataset_name-flowcyt_seed-42 dgcytof 2 HSPCs HSPCs 0.3330225 0.3330225 0.3759278 0.0000000 197361.0 5
dataset_name-flowcyt_seed-42 dgcytof 3 Mast_cells Mast_cells NA NA 0.0000000 0.0000000 3541.0 5
dataset_name-flowcyt_seed-42 dgcytof 4 Monocytes Monocytes 0.3475805 0.3475805 0.3268609 0.0000000 300632.0 5
dataset_name-flowcyt_seed-42 dgcytof 5 T_Lymphocytes T_Lymphocytes 0.8478782 0.8478782 0.8703247 0.0000000 1263273.0 5
dataset_name-flowcyt_seed-42 dgcytof 6 ungated ungated 0.9511577 0.9614945 0.9068644 0.9999999 18679265.0 5
dataset_name-flowcyt_seed-42 lda 1 B_Lymphocytes B_Lymphocytes 0.4912309 0.4927383 0.3509808 0.7973746 237428.0 5
dataset_name-flowcyt_seed-42 lda 2 HSPCs HSPCs 0.5009922 0.4758813 0.4811783 0.4985938 189391.0 5
dataset_name-flowcyt_seed-42 lda 3 Mast_cells Mast_cells 0.6111111 0.5782122 0.4848024 0.8264249 3532.0 5
dataset_name-flowcyt_seed-42 lda 4 Monocytes Monocytes 0.6458839 0.6417221 0.5907735 0.7312300 293293.0 5
dataset_name-flowcyt_seed-42 lda 5 T_Lymphocytes T_Lymphocytes 0.6922488 0.6944128 0.5860630 0.8678334 1182209.0 5
dataset_name-flowcyt_seed-42 lda 6 ungated ungated 0.9528726 0.9537990 0.9784731 0.9285148 18484129.0 5
dataset_name-flowcyt_seed-42 random 1 B_Lymphocytes B_Lymphocytes 0.0231122 0.0232413 0.0124269 0.1649520 259336.0 5
dataset_name-flowcyt_seed-42 random 2 HSPCs HSPCs 0.0183367 0.0181446 0.0096997 0.1673554 197361.0 5
dataset_name-flowcyt_seed-42 random 3 Mast_cells Mast_cells 0.0003385 0.0003384 0.0001694 0.1654900 3541.0 5
dataset_name-flowcyt_seed-42 random 4 Monocytes Monocytes 0.0266096 0.0264729 0.0144626 0.1661989 300632.0 5
dataset_name-flowcyt_seed-42 random 5 T_Lymphocytes T_Lymphocytes 0.0896189 0.0894480 0.0612687 0.1668007 1263273.0 5
dataset_name-flowcyt_seed-42 random 6 ungated ungated 0.2814436 0.2814718 0.9012111 0.1667605 18679265.0 5

Per-population Stability

dataset model population_id population_name population f1_mean f1_sd precision_sd recall_sd n_runs
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 1 B Cell (CD27-) B Cell (CD27-) 0.8816672 0.0178260 0.0372841 0.0083159 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6989470 0.0432492 0.1505653 0.1465120 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8057720 0.1285454 0.2311275 0.0571100 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6575343 0.1253642 0.0758417 0.2161345 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5148398 0.0759833 0.1659509 0.0788695 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5621058 0.1041566 0.0838416 0.1633322 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8005447 0.1687645 0.0200460 0.2381759 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1951624 0.1689440 0.4122169 0.1304812 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7516881 0.0456485 0.0979649 0.0582038 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 2 B Cell (Memory) B Cell (Memory) 0.8562375 0.0355250 0.0872226 0.0382580 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9592219 0.0121920 0.0133162 0.0342577 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.6019450 0.0461421 0.1577236 0.3255793 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9050383 0.0118895 0.0289253 0.0184486 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7153492 0.0841692 0.0889608 0.1768286 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9535223 0.0010206 0.0041693 0.0042071 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 25 Ungated Ungated 0.7871027 0.0318488 0.0428542 0.0655497 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7608864 0.0368985 0.0384643 0.0854960 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 4 Basophil Basophil 0.7552768 0.0012553 0.1311089 0.4700410 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7143969 0.0353483 0.0202972 0.4868399 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6868811 0.0633461 0.1431559 0.1894979 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3635273 0.1442111 0.2346649 0.1949395 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6915170 0.0555605 0.0938697 0.1744020 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7168719 0.0526604 0.1489210 0.1897872 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 1 B Cell (CD27-) B Cell (CD27-) 0.6490791 0.1534521 0.2148653 0.0303987 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3015237 0.1779519 0.0971643 0.1465937 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8072265 0.0627085 0.1687021 0.0685686 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5727246 0.1485464 0.0944794 0.2297967 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4923484 0.0571708 0.1044064 0.1426608 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.3858890 0.1578817 0.1447914 0.2144712 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8247562 0.0939250 0.0429277 0.1650367 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2705390 0.0862791 0.0638101 0.2369932 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0118017 NA NA 0.0495680 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7260896 0.0509150 0.0907987 0.0343886 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 2 B Cell (Memory) B Cell (Memory) 0.6310848 0.1474658 0.1886240 0.2075425 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9526850 0.0149020 0.0110843 0.0372977 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4590392 0.0378167 0.0468128 0.1172163 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8743803 0.0545214 0.0209151 0.1061174 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7138881 0.0895758 0.0911381 0.1569140 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9292719 0.0092271 0.0187565 0.0079187 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 25 Ungated Ungated 0.2417314 0.2065731 0.1998940 0.1591873 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7122227 0.0251150 0.0337559 0.0234997 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 4 Basophil Basophil 0.7066631 0.0349835 0.0404387 0.5171686 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.4436108 0.3195681 0.0759340 0.3724318 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6219547 0.0518615 0.1140874 0.1858967 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1581897 0.0704238 0.0387210 0.2418639 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5640594 0.1344369 0.0818193 0.2578547 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6814726 0.0258522 0.0594503 0.1136738 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 1 B Cell (CD27-) B Cell (CD27-) 0.8511114 0.0316340 0.0899591 0.0479142 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6598593 0.0368694 0.1456735 0.1671494 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7624956 0.1210354 0.2259515 0.0887720 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5712414 0.1461843 0.0719918 0.1983824 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4676732 0.0913202 0.1284496 0.1076309 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4364550 0.1096719 0.1124421 0.2303528 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7598770 0.2203211 0.0206583 0.2910603 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1094285 0.1122721 0.2416390 0.0743347 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7140820 0.0209832 0.0937492 0.0653846 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 2 B Cell (Memory) B Cell (Memory) 0.7639184 0.1101699 0.2048346 0.0959637 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9553629 0.0062694 0.0219813 0.0343443 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3537825 0.2370320 0.1370696 0.2842091 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8727044 0.0261195 0.0542467 0.0931098 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6744688 0.0849901 0.0517002 0.1281265 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9331337 0.0298396 0.0209589 0.0629972 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 25 Ungated Ungated 0.7290335 0.0498436 0.0634826 0.0702213 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.5795200 0.0854803 0.0674180 0.1188300 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 4 Basophil Basophil 0.7684625 0.0437306 0.1515692 0.4810016 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6629921 0.0366038 0.0469641 0.4671980 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6499858 0.0891179 0.1456530 0.2018034 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2752403 0.0810732 0.1605354 0.1046875 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6270597 0.0491247 0.1469653 0.2124167 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7167479 0.0227065 0.1359739 0.1437400 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 1 B Cell (CD27-) B Cell (CD27-) 0.5580461 0.0568561 0.0816172 0.1174840 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6484393 0.0842959 0.0339584 0.1501774 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7310068 0.0802685 0.1450857 0.0728633 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2567039 0.0866616 0.0932185 0.2032141 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3657052 0.0419108 0.1023392 0.0735848 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1235213 0.0769595 0.1067232 0.2450653 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7196206 0.1192779 0.0670182 0.1707613 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2184495 0.0887999 0.0548633 0.2897638 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0481630 NA NA 0.2045904 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3918102 0.0208048 0.0625596 0.0612176 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 2 B Cell (Memory) B Cell (Memory) 0.4086533 0.0610208 0.0915503 0.1128979 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9192312 0.0169575 0.0092194 0.0399372 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3161306 0.1776507 0.0864857 0.3351461 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8438888 0.0253314 0.0484444 0.0530523 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6036754 0.2144802 0.1270968 0.3056487 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8955482 0.0077468 0.0352131 0.0529957 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 25 Ungated Ungated 0.4185944 0.0608737 0.0658160 0.0855781 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6955169 0.0130710 0.0134939 0.0554879 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 4 Basophil Basophil 0.3339492 0.1360565 0.0923519 0.4070387 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3545954 0.0361744 0.0421781 0.1511842 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4142717 0.1254074 0.1239172 0.1941633 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0545987 0.0539113 0.0730952 0.0559242 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4610005 0.0570135 0.1061826 0.1573973 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6140880 0.0541368 0.0390999 0.1389891 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 1 B Cell (CD27-) B Cell (CD27-) 0.0420141 0.0014378 0.0004775 0.0033180 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0267363 0.0008165 0.0005259 0.0033050 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0514808 0.0019766 0.0008793 0.0033087 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0167714 0.0008180 0.0004440 0.0041768 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0217696 0.0007072 0.0007841 0.0027745 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0051056 0.0001703 0.0000919 0.0041117 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0524904 0.0024002 0.0011671 0.0033097 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0050515 0.0004306 0.0002364 0.0200396 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0002408 NA NA 0.0154212 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0394877 0.0013175 0.0005883 0.0032835 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 2 B Cell (Memory) B Cell (Memory) 0.0211215 0.0007298 0.0003136 0.0045915 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0769440 0.0046991 0.0010397 0.0033484 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0159307 0.0002944 0.0003231 0.0029611 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0569337 0.0029908 0.0009178 0.0035920 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0319843 0.0007958 0.0003123 0.0025904 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0181913 0.0005577 0.0002036 0.0048042 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 25 Ungated Ungated 0.0692760 0.0041495 0.0022817 0.0034306 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0096978 0.0006955 0.0003652 0.0060624 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 4 Basophil Basophil 0.0015990 0.0002932 0.0001495 0.0240999 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0518561 0.0011258 0.0005191 0.0236475 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0553009 0.0023222 0.0011085 0.0030731 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0050062 0.0003457 0.0001803 0.0045925 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0192320 0.0006514 0.0003087 0.0035701 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0561929 0.0026554 0.0008661 0.0036785 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9951828 0.0007492 0.0023466 0.0011993 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 2 CD19 CD19 0.9980540 0.0002507 0.0001482 0.0004733 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 3 CD3+ CD3+ 0.9426529 0.0150171 0.0234253 0.0161162 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 4 CD4 CD4 0.9974529 0.0003607 0.0004903 0.0003689 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 5 CD8 CD8 0.9826904 0.0065672 0.0052556 0.0110591 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 6 Ungated Ungated 0.9883346 0.0010499 0.0011876 0.0029458 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9425335 0.0268530 0.0419642 0.0104849 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 2 CD19 CD19 0.9801991 0.0158557 0.0302866 0.0013171 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 3 CD3+ CD3+ 0.5497639 0.2233873 0.2167023 0.2284500 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 4 CD4 CD4 0.9646465 0.0140002 0.0161936 0.0122438 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 5 CD8 CD8 0.8576987 0.1321132 0.0276603 0.2061584 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 6 Ungated Ungated 0.8080567 0.1075025 0.0053157 0.1570984 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9736374 0.0105253 0.0148070 0.0327491 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 2 CD19 CD19 0.9858383 0.0036138 0.0063536 0.0072626 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 3 CD3+ CD3+ 0.5484663 0.3472786 0.1286504 0.3996176 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 4 CD4 CD4 0.9833426 0.0044773 0.0074156 0.0028669 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 5 CD8 CD8 0.9227952 0.0479868 0.1149363 0.0332485 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 6 Ungated Ungated 0.9469838 0.0163472 0.0269099 0.0107029 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.8909452 0.0503012 0.0037455 0.0847244 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 2 CD19 CD19 0.9576817 0.0149595 0.0052184 0.0308305 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 3 CD3+ CD3+ 0.3442245 0.0392583 0.0597153 0.0366353 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 4 CD4 CD4 0.9485427 0.0337332 0.0642231 0.0056679 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 5 CD8 CD8 0.8477342 0.0312298 0.0262397 0.0742129 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 6 Ungated Ungated 0.8293757 0.0584830 0.0341498 0.1232470 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1433135 0.0082992 0.0130523 0.0008516 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 2 CD19 CD19 0.1337508 0.0069585 0.0095282 0.0006460 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 3 CD3+ CD3+ 0.0772272 0.0046921 0.0039180 0.0020439 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 4 CD4 CD4 0.2432568 0.0029522 0.0200876 0.0005984 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 5 CD8 CD8 0.1480615 0.0044463 0.0079820 0.0008487 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 6 Ungated Ungated 0.1431850 0.0068580 0.0104265 0.0011927 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 1 CD14 monocytes CD14 monocytes 0.9671073 0.0374268 0.0098332 0.0630790 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 2 CD19 CD19 0.9865273 0.0032955 0.0095170 0.0043941 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 3 CD3+ CD3+ 0.4844450 0.2591591 0.0337769 0.2488620 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 4 CD4 CD4 0.9756193 0.0089309 0.0178043 0.0023215 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 5 CD8 CD8 0.9334862 0.0294843 0.0569867 0.0057995 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 6 Ungated Ungated 0.9457055 0.0298082 0.0408195 0.0223595 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 1 CD14 monocytes CD14 monocytes 0.9401159 0.0318432 0.0518520 0.0105439 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 2 CD19 CD19 0.9706368 0.0325547 0.0541359 0.0068461 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 3 CD3+ CD3+ 0.4926020 0.1835459 0.1698644 0.2328827 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 4 CD4 CD4 0.9680728 0.0124605 0.0168889 0.0091544 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 5 CD8 CD8 0.8429024 0.1393555 0.0394104 0.2171359 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 6 Ungated Ungated 0.7968662 0.1275052 0.0057681 0.1884642 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 1 CD14 monocytes CD14 monocytes 0.7787331 0.0989820 0.1046396 0.1604130 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 2 CD19 CD19 0.7100381 0.1249139 0.2443311 0.1360711 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 3 CD3+ CD3+ 0.0776322 0.0938075 0.2388227 0.1489538 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 4 CD4 CD4 0.7931640 0.1153552 0.0824031 0.2133052 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 5 CD8 CD8 0.5525476 0.2164922 0.2266468 0.3492994 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 6 Ungated Ungated 0.3290115 0.0802213 0.2076920 0.1842418 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 1 CD14 monocytes CD14 monocytes 0.8931120 0.0529129 0.0114695 0.0879194 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 2 CD19 CD19 0.9552270 0.0120063 0.0118327 0.0274529 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 3 CD3+ CD3+ 0.2787587 0.0446175 0.0819494 0.0418878 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 4 CD4 CD4 0.9413461 0.0284176 0.0554269 0.0092725 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 5 CD8 CD8 0.8145435 0.0266180 0.0526799 0.0884555 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 6 Ungated Ungated 0.8082838 0.0614806 0.0443001 0.1396411 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 1 CD14 monocytes CD14 monocytes 0.1429890 0.0079903 0.0122330 0.0006927 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 2 CD19 CD19 0.1344175 0.0079875 0.0107133 0.0006619 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 3 CD3+ CD3+ 0.0797140 0.0045577 0.0038991 0.0015847 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 4 CD4 CD4 0.2429727 0.0035177 0.0234987 0.0000997 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 5 CD8 CD8 0.1487860 0.0052268 0.0086543 0.0007893 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 6 Ungated Ungated 0.1427618 0.0073638 0.0104083 0.0019801 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 1 CD14 monocytes CD14 monocytes 0.9922368 0.0006695 0.0022752 0.0031285 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 2 CD19 CD19 0.9953037 0.0002547 0.0013003 0.0008377 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 3 CD3+ CD3+ 0.8547633 0.0397881 0.0188087 0.0678449 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 4 CD4 CD4 0.9922276 0.0037983 0.0080514 0.0011482 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 5 CD8 CD8 0.9667729 0.0051670 0.0072444 0.0129108 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 6 Ungated Ungated 0.9828442 0.0010256 0.0021385 0.0019955 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 1 CD14 monocytes CD14 monocytes 0.9421374 0.0235041 0.0376474 0.0129760 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 2 CD19 CD19 0.9631974 0.0276709 0.0487828 0.0035169 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 3 CD3+ CD3+ 0.5431602 0.1823982 0.1803233 0.2077245 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 4 CD4 CD4 0.9631686 0.0231071 0.0164955 0.0321685 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 5 CD8 CD8 0.8255567 0.1308443 0.0285610 0.2081442 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 6 Ungated Ungated 0.7882113 0.0982708 0.0053889 0.1466203 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9123935 0.0346743 0.0222967 0.3921252 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 2 CD19 CD19 0.7569136 0.4232383 0.3296239 0.4301592 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 3 CD3+ CD3+ 0.1469505 0.1334431 0.2886762 0.1254586 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 4 CD4 CD4 0.8808116 0.1474017 0.2100260 0.0132181 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 5 CD8 CD8 0.8561619 0.0071523 0.3635934 0.4125550 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 6 Ungated Ungated 0.6407324 0.3589254 0.0858663 0.3558264 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 1 CD14 monocytes CD14 monocytes 0.8935737 0.0548787 0.0037110 0.0891687 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 2 CD19 CD19 0.9592626 0.0153469 0.0067157 0.0329937 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 3 CD3+ CD3+ 0.3270051 0.0661238 0.0665973 0.0689941 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 4 CD4 CD4 0.9460373 0.0305976 0.0591752 0.0063926 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 5 CD8 CD8 0.8402605 0.0276307 0.0305493 0.0683318 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 6 Ungated Ungated 0.8186647 0.0526049 0.0392051 0.1244852 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 1 CD14 monocytes CD14 monocytes 0.1429367 0.0082541 0.0126648 0.0003298 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 2 CD19 CD19 0.1343424 0.0073021 0.0099801 0.0003377 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 3 CD3+ CD3+ 0.0798121 0.0044148 0.0038122 0.0009259 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 4 CD4 CD4 0.2416243 0.0035281 0.0236034 0.0000733 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 5 CD8 CD8 0.1489778 0.0051227 0.0085365 0.0005130 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 6 Ungated Ungated 0.1431555 0.0072483 0.0103635 0.0015109 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 1 CD14 monocytes CD14 monocytes 0.9945437 0.0007410 0.0021876 0.0007897 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 2 CD19 CD19 0.9977445 0.0004194 0.0002004 0.0006927 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 3 CD3+ CD3+ 0.9209431 0.0075688 0.0213551 0.0197697 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 4 CD4 CD4 0.9966135 0.0005214 0.0007306 0.0006313 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 5 CD8 CD8 0.9762471 0.0045372 0.0070579 0.0107898 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 6 Ungated Ungated 0.9868687 0.0010988 0.0019042 0.0032473 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 1 CD14 monocytes CD14 monocytes 0.9420718 0.0268611 0.0409959 0.0126066 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 2 CD19 CD19 0.9701278 0.0235139 0.0425884 0.0034455 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 3 CD3+ CD3+ 0.4856905 0.2037773 0.2040894 0.2099961 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 4 CD4 CD4 0.9588249 0.0183935 0.0157628 0.0277842 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 5 CD8 CD8 0.7869318 0.1588378 0.0320023 0.2369246 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 6 Ungated Ungated 0.7865595 0.0941295 0.0057984 0.1389095 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9568558 0.0107850 0.0065883 0.0192364 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 2 CD19 CD19 0.9769909 0.0061026 0.0157490 0.0102823 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 3 CD3+ CD3+ 0.3220395 0.2276380 0.1090100 0.2382794 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 4 CD4 CD4 0.9745391 0.0073294 0.0187334 0.0099367 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 5 CD8 CD8 0.8830650 0.0133875 0.0581503 0.0509124 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 6 Ungated Ungated 0.9067359 0.0216529 0.0161721 0.0537097 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 1 CD14 monocytes CD14 monocytes 0.8948655 0.0538509 0.0040871 0.0897956 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 2 CD19 CD19 0.9589579 0.0163211 0.0053709 0.0337287 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 3 CD3+ CD3+ 0.3392016 0.0485439 0.0563690 0.0506454 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 4 CD4 CD4 0.9444004 0.0310336 0.0599603 0.0060710 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 5 CD8 CD8 0.8366356 0.0217902 0.0266755 0.0614188 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 6 Ungated Ungated 0.8249737 0.0549912 0.0357308 0.1224888 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 1 CD14 monocytes CD14 monocytes 0.1434125 0.0076752 0.0122352 0.0009468 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 2 CD19 CD19 0.1341432 0.0079566 0.0106818 0.0007881 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 3 CD3+ CD3+ 0.0797640 0.0047335 0.0040173 0.0007644 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 4 CD4 CD4 0.2434412 0.0033481 0.0237847 0.0009007 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 5 CD8 CD8 0.1481110 0.0050301 0.0087283 0.0008802 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 6 Ungated Ungated 0.1421972 0.0066556 0.0101650 0.0012454 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 1 CD14 monocytes CD14 monocytes 0.9904489 0.0011881 0.0020261 0.0013900 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 2 CD19 CD19 0.9924649 0.0015918 0.0033047 0.0029673 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 3 CD3+ CD3+ 0.8190716 0.0508895 0.0347020 0.0795386 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 4 CD4 CD4 0.9901472 0.0048510 0.0107760 0.0014587 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 5 CD8 CD8 0.9612885 0.0070937 0.0082268 0.0175380 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 6 Ungated Ungated 0.9803793 0.0011950 0.0030589 0.0017837 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 1 CD14 monocytes CD14 monocytes 0.9441271 0.0262181 0.0394261 0.0116364 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 2 CD19 CD19 0.9861617 0.0037928 0.0078369 0.0013275 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 3 CD3+ CD3+ 0.4764719 0.0870218 0.1554273 0.0867472 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 4 CD4 CD4 0.9632199 0.0173500 0.0181298 0.0222194 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 5 CD8 CD8 0.7921590 0.1126063 0.0267554 0.1706883 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 6 Ungated Ungated 0.7702964 0.1030775 0.0027925 0.1503303 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 1 CD14 monocytes CD14 monocytes 0.8992857 0.0237045 0.0250762 0.0239764 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 2 CD19 CD19 0.8659725 0.0903609 0.0418699 0.1707702 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 3 CD3+ CD3+ 0.1446220 0.1436343 0.1481248 0.1814400 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 4 CD4 CD4 0.9295243 0.0153292 0.0369484 0.0244610 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 5 CD8 CD8 0.8359991 0.0294852 0.0256716 0.0791375 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 6 Ungated Ungated 0.7021656 0.0414016 0.1445220 0.1465718 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 1 CD14 monocytes CD14 monocytes 0.8944135 0.0533529 0.0055570 0.0875739 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 2 CD19 CD19 0.9554241 0.0187197 0.0055315 0.0384509 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 3 CD3+ CD3+ 0.3233234 0.0600723 0.0745647 0.0601456 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 4 CD4 CD4 0.9437273 0.0321012 0.0608199 0.0045834 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 5 CD8 CD8 0.8257462 0.0211149 0.0309325 0.0626878 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 6 Ungated Ungated 0.8136133 0.0558591 0.0511428 0.1329973 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 1 CD14 monocytes CD14 monocytes 0.1430850 0.0081484 0.0127061 0.0009487 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 2 CD19 CD19 0.1343032 0.0073497 0.0100605 0.0010150 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 3 CD3+ CD3+ 0.0796877 0.0046661 0.0039749 0.0005520 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 4 CD4 CD4 0.2429879 0.0034688 0.0237935 0.0011043 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 5 CD8 CD8 0.1485110 0.0052717 0.0085863 0.0009096 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 6 Ungated Ungated 0.1436272 0.0069753 0.0101278 0.0008378 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 1 CD14 monocytes CD14 monocytes 0.9939607 0.0006741 0.0024306 0.0012974 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 2 CD19 CD19 0.9972325 0.0006063 0.0005927 0.0008730 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 3 CD3+ CD3+ 0.9102865 0.0090404 0.0124141 0.0213070 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 4 CD4 CD4 0.9960354 0.0007954 0.0012516 0.0006064 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 5 CD8 CD8 0.9741347 0.0041698 0.0069135 0.0076622 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 6 Ungated Ungated 0.9857512 0.0014650 0.0021424 0.0032856 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 1 CD14 monocytes CD14 monocytes 0.9397154 0.0276407 0.0422797 0.0125542 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 2 CD19 CD19 0.9705240 0.0228306 0.0413392 0.0037132 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 3 CD3+ CD3+ 0.4965916 0.2185372 0.2153922 0.2248372 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 4 CD4 CD4 0.9605407 0.0181508 0.0162281 0.0249785 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 5 CD8 CD8 0.7931762 0.1513730 0.0351296 0.2346301 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 6 Ungated Ungated 0.7815932 0.0972761 0.0059601 0.1411607 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9435231 0.0212817 0.0192334 0.0322690 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 2 CD19 CD19 0.9644581 0.0082600 0.0229009 0.0080254 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 3 CD3+ CD3+ 0.3085484 0.1114255 0.1296710 0.1909813 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 4 CD4 CD4 0.9561244 0.0152770 0.0386083 0.0138683 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 5 CD8 CD8 0.7243262 0.2915368 0.0593743 0.3681967 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 6 Ungated Ungated 0.8436755 0.0673479 0.0362020 0.1330765 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 1 CD14 monocytes CD14 monocytes 0.8932239 0.0531647 0.0035106 0.0881978 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 2 CD19 CD19 0.9587219 0.0156419 0.0053270 0.0325450 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 3 CD3+ CD3+ 0.3385324 0.0577603 0.0557226 0.0620531 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 4 CD4 CD4 0.9435928 0.0315486 0.0615572 0.0073800 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 5 CD8 CD8 0.8389493 0.0230739 0.0269538 0.0606899 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 6 Ungated Ungated 0.8213772 0.0571841 0.0371486 0.1290505 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 1 CD14 monocytes CD14 monocytes 0.1430130 0.0080552 0.0123082 0.0002831 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 2 CD19 CD19 0.1339394 0.0080006 0.0104760 0.0009979 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 3 CD3+ CD3+ 0.0797358 0.0043520 0.0037993 0.0012647 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 4 CD4 CD4 0.2431867 0.0033457 0.0238466 0.0008149 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 5 CD8 CD8 0.1483035 0.0050966 0.0086685 0.0007473 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 6 Ungated Ungated 0.1428713 0.0065182 0.0098498 0.0016175 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9971683 0.0004364 0.0012050 0.0003660 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 2 CD19 CD19 0.9977245 0.0003994 0.0007520 0.0007967 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 3 CD3+ CD3+ 0.9190756 0.0250512 0.0331730 0.0492687 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 4 CD4 CD4 0.9961625 0.0015905 0.0012492 0.0021782 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 5 CD8 CD8 0.9705667 0.0073596 0.0233314 0.0131243 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 6 Ungated Ungated 0.9858239 0.0006057 0.0022407 0.0031896 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9665670 0.0050551 0.0123105 0.0131131 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 2 CD19 CD19 0.9799605 0.0067935 0.0151801 0.0049442 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 3 CD3+ CD3+ 0.3692246 0.2575965 0.2438000 0.2899699 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 4 CD4 CD4 0.9557003 0.0200172 0.0085653 0.0385735 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 5 CD8 CD8 0.8679192 0.0390863 0.0705064 0.0229430 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 6 Ungated Ungated 0.7638782 0.1013773 0.0026024 0.1436706 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9796641 0.0047862 0.0118738 0.0191192 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 2 CD19 CD19 0.9739615 0.0079710 0.0139350 0.0100189 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 3 CD3+ CD3+ 0.4549103 0.2976521 0.0812131 0.3255035 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 4 CD4 CD4 0.9743585 0.0079805 0.0152553 0.0104147 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 5 CD8 CD8 0.8633590 0.0283905 0.1102685 0.0706297 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 6 Ungated Ungated 0.9033075 0.0218722 0.0470010 0.0569335 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.9335637 0.0254576 0.0141379 0.0585239 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 2 CD19 CD19 0.9453941 0.0340581 0.0049159 0.0639751 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 3 CD3+ CD3+ 0.2886683 0.0578077 0.1014434 0.0848794 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 4 CD4 CD4 0.9649877 0.0070657 0.0153462 0.0068682 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 5 CD8 CD8 0.7855676 0.0488982 0.0869819 0.1060083 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 6 Ungated Ungated 0.8046229 0.0412643 0.0608056 0.0534701 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1920161 0.0036037 0.0095137 0.0007852 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 2 CD19 CD19 0.1284702 0.0018834 0.0025971 0.0008032 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 3 CD3+ CD3+ 0.0698226 0.0038829 0.0030813 0.0004715 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 4 CD4 CD4 0.2366669 0.0023290 0.0121339 0.0008907 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 5 CD8 CD8 0.1162470 0.0017896 0.0021324 0.0011194 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 6 Ungated Ungated 0.1412435 0.0027025 0.0041217 0.0001229 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 1 /Granulocytes /Granulocytes 0.9999028 0.0001565 0.0000740 0.0002494 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9949693 0.0057896 0.0089145 0.0027602 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9965510 0.0018060 0.0030942 0.0005318 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9484975 0.0209337 0.0040051 0.0371900 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9869958 0.0105126 0.0156156 0.0066567 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.7622674 0.4473984 0.0009180 0.5205042 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9814408 0.0198520 0.0281245 0.0164400 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9765212 0.0201682 0.0365978 0.0044788 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9978100 0.0011539 0.0021912 0.0001497 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015949 NA NA 0.0003569 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9986962 0.0014395 0.0025226 0.0004001 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9700488 0.0233511 0.0135496 0.0368371 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9928140 0.0067453 0.0083986 0.0053081 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9986644 0.0013611 0.0023061 0.0004920 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.6079967 0.4464206 0.0393328 0.4407811 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9367277 0.0650265 0.0196619 0.1026546 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9951140 0.0041024 0.0047556 0.0037474 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9967074 0.0030440 0.0036727 0.0026004 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9884969 0.0108508 0.0097485 0.0155886 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9973917 0.0025104 0.0027940 0.0023389 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9692121 0.0408158 0.0057859 0.0743439 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9863357 0.0152687 0.0030987 0.0296313 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9853807 0.0160107 0.0071305 0.0250127 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9876076 0.0123228 0.0201555 0.0042529 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.8858794 0.1036380 0.0650012 0.1468403 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9261216 0.0727530 0.0214341 0.1315390 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9808442 0.0117554 0.0025847 0.0215424 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9397124 0.0801193 0.0055929 0.1331650 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 1 /Granulocytes /Granulocytes 0.9958018 0.0013602 0.0001063 0.0027885 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9497035 0.0015569 0.0012970 0.0032013 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9212722 0.0518652 0.0085902 0.0929196 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4845887 0.1258872 0.1370767 0.0309424 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.5630326 0.0669595 0.1026234 0.0641234 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.6834656 0.2596722 0.3184251 0.3432674 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8702721 0.0226956 0.0357743 0.0330206 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9182309 0.0069522 0.0130804 0.0010221 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9881787 0.0107408 0.0172006 0.0040860 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0115900 0.0055795 0.0028939 0.0790403 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9756292 0.0079563 0.0023093 0.0171386 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.4486703 0.2641713 0.0554139 0.2250652 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9668952 0.0051915 0.0192025 0.0115226 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9669065 0.0012105 0.0035603 0.0035753 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0378658 0.0609770 0.0543112 0.0705889 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0900839 0.0430718 0.1989096 0.0243294 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9677758 0.0073161 0.0050549 0.0171095 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.8976083 0.0165646 0.0027254 0.0279672 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.7745142 0.1012485 0.0208548 0.1285997 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9125561 0.0108989 0.0338989 0.0218170 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.3757431 0.1743685 0.1193539 0.3206699 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9585672 0.0066420 0.0099331 0.0042077 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9133021 0.0569887 0.0297560 0.1141078 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8824969 0.0124497 0.0260530 0.0357765 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5271063 0.1013295 0.1878790 0.0720399 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.7678385 0.1020831 0.1317269 0.1130121 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8579191 0.0369999 0.0993654 0.0775170 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.4430577 0.0831274 0.1125662 0.0561877 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 1 /Granulocytes /Granulocytes 0.9993664 0.0002271 0.0001674 0.0004765 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9891025 0.0046027 0.0080583 0.0044263 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9870774 0.0044407 0.0096485 0.0077267 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.7407357 0.1267129 0.0965540 0.2366398 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9238492 0.0446476 0.0908896 0.0177377 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9186081 0.0472277 0.0565815 0.4051179 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9178928 0.0439430 0.0237284 0.0781307 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9605566 0.0239780 0.0392388 0.0374093 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9974908 0.0010725 0.0023560 0.0003324 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0232372 0.0190317 0.0693251 0.0307898 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9838512 0.0061403 0.0136044 0.0097624 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8873491 0.0618470 0.0629202 0.1008491 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9684865 0.0112193 0.0158630 0.0294297 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9887835 0.0046774 0.0059272 0.0078778 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.6958097 0.1813266 0.1088133 0.2821505 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9038191 0.0354991 0.0592924 0.0168481 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9809351 0.0061858 0.0084915 0.0072471 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9681815 0.0196836 0.0421150 0.0165580 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9396545 0.0295878 0.0446865 0.0246709 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9723393 0.0216775 0.0138880 0.0467315 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8082142 0.1507836 0.0747305 0.2314597 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9363330 0.0270944 0.0394050 0.0686235 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9814180 0.0069078 0.0076472 0.0125303 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9331396 0.0243307 0.0473851 0.0184923 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6514951 0.0471493 0.1486430 0.0968848 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9079063 0.0244504 0.0384858 0.0457979 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9574299 0.0324793 0.0057225 0.0578212 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8276276 0.0647555 0.0514577 0.0924433 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 1 /Granulocytes /Granulocytes 0.9920517 0.0045166 0.0000214 0.0088839 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9657857 0.0082217 0.0171906 0.0017260 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9397047 0.0128069 0.0133524 0.0130013 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4259651 0.1512260 0.1282398 0.2026141 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7987508 0.0351095 0.0825635 0.0350879 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8381994 0.0173840 0.0404421 0.4241447 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8058207 0.0229777 0.0330211 0.0155476 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8716001 0.0040276 0.0075058 0.0017803 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9170688 0.0067427 0.0115746 0.0000826 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0481132 0.0136942 0.0086039 0.0576456 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9564201 0.0023126 0.0030798 0.0028735 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6332422 0.0740174 0.0794624 0.0742341 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9205635 0.0098032 0.0180093 0.0010345 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9642419 0.0013671 0.0013873 0.0027009 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3898884 0.0569685 0.0684535 0.0534557 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8603703 0.0190470 0.0434834 0.0135523 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9497978 0.0027008 0.0055547 0.0022255 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9173536 0.0186197 0.0185304 0.0190020 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8759022 0.0486394 0.0521917 0.0530971 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9297118 0.0227085 0.0446380 0.0050054 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7633752 0.0487284 0.0665899 0.0220330 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8084608 0.0417996 0.0622670 0.0130605 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8424187 0.0494427 0.0733835 0.0145688 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8594098 0.0177572 0.0373750 0.0187448 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6351569 0.0646211 0.0733561 0.0504019 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8219025 0.0138306 0.0208911 0.0030355 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7333099 0.0500145 0.0498690 0.0487164 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7073246 0.0080082 0.0119642 0.0125950 5
dataset_name-FR-FCM-Z3YR_seed-42 random 1 /Granulocytes /Granulocytes 0.0657566 0.0009223 0.0003827 0.0005173 5
dataset_name-FR-FCM-Z3YR_seed-42 random 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0362920 0.0003912 0.0002442 0.0005412 5
dataset_name-FR-FCM-Z3YR_seed-42 random 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0446038 0.0003946 0.0003039 0.0005283 5
dataset_name-FR-FCM-Z3YR_seed-42 random 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056578 0.0001467 0.0000831 0.0009426 5
dataset_name-FR-FCM-Z3YR_seed-42 random 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0097005 0.0001846 0.0001064 0.0009229 5
dataset_name-FR-FCM-Z3YR_seed-42 random 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003707 0.0000203 0.0000102 0.0161723 5
dataset_name-FR-FCM-Z3YR_seed-42 random 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0058613 0.0002332 0.0001283 0.0013798 5
dataset_name-FR-FCM-Z3YR_seed-42 random 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0048739 0.0001582 0.0000853 0.0011802 5
dataset_name-FR-FCM-Z3YR_seed-42 random 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0141162 0.0000774 0.0000686 0.0003963 5
dataset_name-FR-FCM-Z3YR_seed-42 random 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001578 0.0000163 0.0000081 0.0035041 5
dataset_name-FR-FCM-Z3YR_seed-42 random 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0450518 0.0006886 0.0003819 0.0007598 5
dataset_name-FR-FCM-Z3YR_seed-42 random 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059184 0.0001668 0.0000898 0.0012461 5
dataset_name-FR-FCM-Z3YR_seed-42 random 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140959 0.0001096 0.0000517 0.0005986 5
dataset_name-FR-FCM-Z3YR_seed-42 random 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0490813 0.0005160 0.0003043 0.0005313 5
dataset_name-FR-FCM-Z3YR_seed-42 random 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006288 0.0000590 0.0000298 0.0026647 5
dataset_name-FR-FCM-Z3YR_seed-42 random 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051085 0.0000785 0.0000401 0.0010262 5
dataset_name-FR-FCM-Z3YR_seed-42 random 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0313368 0.0003545 0.0002014 0.0006930 5
dataset_name-FR-FCM-Z3YR_seed-42 random 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0314583 0.0002863 0.0001681 0.0006048 5
dataset_name-FR-FCM-Z3YR_seed-42 random 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101729 0.0001584 0.0000770 0.0011013 5
dataset_name-FR-FCM-Z3YR_seed-42 random 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0305989 0.0002152 0.0001519 0.0004604 5
dataset_name-FR-FCM-Z3YR_seed-42 random 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0033753 0.0001531 0.0000801 0.0018240 5
dataset_name-FR-FCM-Z3YR_seed-42 random 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057185 0.0000980 0.0000535 0.0007335 5
dataset_name-FR-FCM-Z3YR_seed-42 random 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0071325 0.0001361 0.0000778 0.0007724 5
dataset_name-FR-FCM-Z3YR_seed-42 random 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0105584 0.0001469 0.0000986 0.0002389 5
dataset_name-FR-FCM-Z3YR_seed-42 random 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009165 0.0000536 0.0000273 0.0013365 5
dataset_name-FR-FCM-Z3YR_seed-42 random 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010446 0.0000249 0.0000128 0.0005706 5
dataset_name-FR-FCM-Z3YR_seed-42 random 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0055995 0.0001142 0.0000626 0.0008219 5
dataset_name-FR-FCM-Z3YR_seed-42 random 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027721 0.0000370 0.0000199 0.0006494 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 1 APCs APCs 0.2165148 NA NA 0.2631234 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 10 ungated ungated 0.7836351 0.0934174 0.1814114 0.0766415 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 4
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 3 CD15+ CD15+ 0.0781452 0.0797441 0.1334043 0.1196597 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 4 CD19+ CD19+ 0.7500650 0.4177546 0.2619956 0.4162320 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 5 CD20+ CD20+ 0.0666084 0.0387784 0.0208288 0.3947870 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 6 CD3+ CD3+ 0.7638111 0.4231845 0.0767167 0.4361590 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 7 CD45+DR- NK cells CD45+DR- NK cells NA NA NA 0.0000000 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 8 CD56+DR- NK cells CD56+DR- NK cells 0.0002069 NA NA 0.0114670 5
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno 9 Other Other 0.4781599 0.0055503 0.0073000 0.4662195 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 1 APCs APCs 0.1480233 NA NA 0.1681823 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 10 ungated ungated 0.8291659 0.0272983 0.0302858 0.0541991 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 4
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 3 CD15+ CD15+ 0.0384986 0.0158416 0.0081797 0.2856086 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 4 CD19+ CD19+ 0.7379790 0.2258942 0.2647604 0.1235981 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 5 CD20+ CD20+ 0.0098433 0.0104338 0.0057002 0.2497970 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 6 CD3+ CD3+ 0.9382291 0.0110139 0.0198981 0.0012245 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 7 CD45+DR- NK cells CD45+DR- NK cells 0.0006046 NA NA 0.0360656 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 8 CD56+DR- NK cells CD56+DR- NK cells 0.0000622 NA NA 0.0038223 5
dataset_name-FR-FCM-ZZRQ_seed-42 cygate 9 Other Other 0.3461324 0.0387574 0.0451668 0.2707772 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 1 APCs APCs 0.2775698 NA NA 0.3742769 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 10 ungated ungated 0.7941224 0.0996554 0.2160935 0.0786107 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 4
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 3 CD15+ CD15+ NA NA NA 0.0000000 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 4 CD19+ CD19+ 0.8962081 0.0353170 0.0139536 0.3953300 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 5 CD20+ CD20+ 0.0536260 0.0001274 0.0021082 0.2690862 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 6 CD3+ CD3+ 0.9370831 0.0129812 0.0227932 0.4437371 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 7 CD45+DR- NK cells CD45+DR- NK cells 0.0062130 NA NA 0.3498364 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 8 CD56+DR- NK cells CD56+DR- NK cells 0.0059084 NA NA 0.4051679 5
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof 9 Other Other 0.5085226 0.0102481 0.0105317 0.5395554 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 1 APCs APCs 0.2696625 NA NA 0.3694023 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 10 ungated ungated 0.7732852 0.0764198 0.1861811 0.0942747 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 4
dataset_name-FR-FCM-ZZRQ_seed-42 lda 3 CD15+ CD15+ 0.2016946 0.0608116 0.0406146 0.0771570 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 4 CD19+ CD19+ 0.5638038 0.3219804 0.2545315 0.3156984 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 5 CD20+ CD20+ 0.0662356 0.0399306 0.0416017 0.3752552 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 6 CD3+ CD3+ 0.7250754 0.4011553 0.1004424 0.4285460 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 7 CD45+DR- NK cells CD45+DR- NK cells 0.0028709 NA NA 0.3269545 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 8 CD56+DR- NK cells CD56+DR- NK cells 0.0030441 NA NA 0.3692589 5
dataset_name-FR-FCM-ZZRQ_seed-42 lda 9 Other Other 0.4771861 0.0294918 0.0187245 0.4851534 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 1 APCs APCs 0.0645166 NA NA 0.0753568 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 10 ungated ungated 0.2474518 0.0130335 0.0178792 0.0150943 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 2 CD11c+CD14-+ CD11c+CD14-+ NA NA NA 0.0000000 4
dataset_name-FR-FCM-ZZRQ_seed-42 random 3 CD15+ CD15+ 0.0003613 0.0000367 0.0000184 0.0199778 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 4 CD19+ CD19+ 0.0667624 0.0018137 0.0016074 0.0153758 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 5 CD20+ CD20+ 0.0014777 0.0004618 0.0002333 0.0971704 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 6 CD3+ CD3+ 0.2237382 0.0113786 0.0168656 0.0150411 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 7 CD45+DR- NK cells CD45+DR- NK cells 0.0000980 NA NA 0.0613115 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 8 CD56+DR- NK cells CD56+DR- NK cells 0.0001280 NA NA 0.0802691 5
dataset_name-FR-FCM-ZZRQ_seed-42 random 9 Other Other 0.1089220 0.0042351 0.0046217 0.0916112 5
dataset_name-Levine_seed-42 cyanno 1 Basophils Basophils 0.1267680 0.1762966 0.1138786 0.1184583 2
dataset_name-Levine_seed-42 cyanno 10 Monocytes Monocytes 0.2770644 0.2095216 0.0010056 0.2096150 2
dataset_name-Levine_seed-42 cyanno 11 Plasma_B_cells Plasma_B_cells 0.0646877 0.0799376 0.0000000 0.0458561 2
dataset_name-Levine_seed-42 cyanno 12 Pre_B_cells Pre_B_cells 0.2468908 0.1967351 0.0062620 0.1800058 2
dataset_name-Levine_seed-42 cyanno 13 Pro_B_cells Pro_B_cells 0.0584717 0.0420921 0.0000000 0.0237650 2
dataset_name-Levine_seed-42 cyanno 14 pDCs pDCs 0.0197853 0.0237016 0.1178511 0.0123360 2
dataset_name-Levine_seed-42 cyanno 15 ungated ungated 0.7039846 0.0574625 0.0246393 0.1107444 2
dataset_name-Levine_seed-42 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.1660450 0.2098204 0.0016293 0.1561209 2
dataset_name-Levine_seed-42 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.1923266 0.1664901 0.0043773 0.1304698 2
dataset_name-Levine_seed-42 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 NA NA 0.0057960 2
dataset_name-Levine_seed-42 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1702230 0.1880117 0.0019678 0.1405038 2
dataset_name-Levine_seed-42 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0775569 0.1012515 0.0628539 0.0601020 2
dataset_name-Levine_seed-42 cyanno 7 CD4_T_cells CD4_T_cells 0.3879407 0.1280005 0.0033954 0.1742291 2
dataset_name-Levine_seed-42 cyanno 8 CD8_T_cells CD8_T_cells 0.3534166 0.0149974 0.0014877 0.0175572 2
dataset_name-Levine_seed-42 cyanno 9 Mature_B_cells Mature_B_cells 0.4286014 0.0787783 0.0054737 0.1200895 2
dataset_name-Levine_seed-42 cygate 1 Basophils Basophils 0.5274075 0.0786916 0.0739358 0.0066327 2
dataset_name-Levine_seed-42 cygate 10 Monocytes Monocytes 0.5671024 0.0289411 0.0277500 0.0034053 2
dataset_name-Levine_seed-42 cygate 11 Plasma_B_cells Plasma_B_cells 0.5175070 0.0425849 0.0643187 0.1142890 2
dataset_name-Levine_seed-42 cygate 12 Pre_B_cells Pre_B_cells 0.5727447 0.0690752 0.0663641 0.0140765 2
dataset_name-Levine_seed-42 cygate 13 Pro_B_cells Pro_B_cells 0.3405802 0.3725318 0.2697622 0.6017767 2
dataset_name-Levine_seed-42 cygate 14 pDCs pDCs 0.4871313 0.0444821 0.0354113 0.0374675 2
dataset_name-Levine_seed-42 cygate 15 ungated ungated 0.0627920 0.0189300 0.0776867 0.0100720 2
dataset_name-Levine_seed-42 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5382810 0.0030687 0.0104435 0.0675172 2
dataset_name-Levine_seed-42 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5318761 0.0424564 0.0583739 0.0767190 2
dataset_name-Levine_seed-42 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0305035 0.0380604 0.0267809 0.0656663 2
dataset_name-Levine_seed-42 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5800470 0.0485766 0.0507439 0.0092942 2
dataset_name-Levine_seed-42 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5983844 0.0354359 0.0326938 0.0201727 2
dataset_name-Levine_seed-42 cygate 7 CD4_T_cells CD4_T_cells 0.5892620 0.0533665 0.0518626 0.0126661 2
dataset_name-Levine_seed-42 cygate 8 CD8_T_cells CD8_T_cells 0.6044776 0.0423906 0.0436804 0.0000001 2
dataset_name-Levine_seed-42 cygate 9 Mature_B_cells Mature_B_cells 0.6175058 0.0309833 0.0247066 0.0395758 2
dataset_name-Levine_seed-42 dgcytof 1 Basophils Basophils 0.0250900 0.0236482 0.1196642 0.0132654 2
dataset_name-Levine_seed-42 dgcytof 10 Monocytes Monocytes 0.4813560 0.1651038 0.0078213 0.3402896 2
dataset_name-Levine_seed-42 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.2955552 0.3124398 0.0669891 0.3529012 2
dataset_name-Levine_seed-42 dgcytof 12 Pre_B_cells Pre_B_cells 0.1347247 0.0385033 0.0391379 0.0251028 2
dataset_name-Levine_seed-42 dgcytof 13 Pro_B_cells Pro_B_cells 0.2658110 0.3621163 0.0169254 0.4048139 2
dataset_name-Levine_seed-42 dgcytof 14 pDCs pDCs 0.2669134 0.0410192 0.0294024 0.0448788 2
dataset_name-Levine_seed-42 dgcytof 15 ungated ungated 0.7029446 0.0427205 0.0301725 0.0627545 2
dataset_name-Levine_seed-42 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.3270628 0.2630004 0.0039132 0.4095019 2
dataset_name-Levine_seed-42 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.2886849 0.4060922 0.0414356 0.5464739 2
dataset_name-Levine_seed-42 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2512049 0.2827337 0.0226637 0.3283314 2
dataset_name-Levine_seed-42 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0112450 NA NA 0.0040275 2
dataset_name-Levine_seed-42 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.1912780 0.2662738 0.0109799 0.2195556 2
dataset_name-Levine_seed-42 dgcytof 7 CD4_T_cells CD4_T_cells 0.2403160 NA 0.3070654 0.1174676 2
dataset_name-Levine_seed-42 dgcytof 8 CD8_T_cells CD8_T_cells 0.3470646 NA NA 0.1973794 2
dataset_name-Levine_seed-42 dgcytof 9 Mature_B_cells Mature_B_cells 0.3230000 0.4017032 0.0083432 0.5382047 2
dataset_name-Levine_seed-42 lda 1 Basophils Basophils 0.2555170 0.1260495 0.0368321 0.3882649 2
dataset_name-Levine_seed-42 lda 10 Monocytes Monocytes 0.4985031 0.0504000 0.0147643 0.2212659 2
dataset_name-Levine_seed-42 lda 11 Plasma_B_cells Plasma_B_cells 0.5140337 0.0369947 0.0010971 0.1928663 2
dataset_name-Levine_seed-42 lda 12 Pre_B_cells Pre_B_cells 0.4410410 0.2291248 0.0745243 0.4519597 2
dataset_name-Levine_seed-42 lda 13 Pro_B_cells Pro_B_cells 0.2166632 0.1760396 0.1007547 0.5168080 2
dataset_name-Levine_seed-42 lda 14 pDCs pDCs 0.3460911 0.1803835 0.1626450 0.1071990 2
dataset_name-Levine_seed-42 lda 15 ungated ungated 0.5450438 0.1069576 0.0133649 0.1515359 2
dataset_name-Levine_seed-42 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3339097 0.2726331 0.0343495 0.5730503 2
dataset_name-Levine_seed-42 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3868134 0.0544874 0.0244023 0.2189548 2
dataset_name-Levine_seed-42 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2556707 0.0530173 0.0860422 0.2075158 2
dataset_name-Levine_seed-42 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3513848 0.0218374 0.0773314 0.0330489 2
dataset_name-Levine_seed-42 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2419394 0.0008207 0.0222091 0.2266315 2
dataset_name-Levine_seed-42 lda 7 CD4_T_cells CD4_T_cells 0.4016233 0.1903347 0.0429828 0.2965529 2
dataset_name-Levine_seed-42 lda 8 CD8_T_cells CD8_T_cells 0.4814350 0.0969062 0.0448182 0.1644987 2
dataset_name-Levine_seed-42 lda 9 Mature_B_cells Mature_B_cells 0.5568984 0.0264388 0.0425706 0.0217988 2
dataset_name-Levine_seed-42 random 1 Basophils Basophils 0.0069382 0.0022088 0.0012279 0.0054242 2
dataset_name-Levine_seed-42 random 10 Monocytes Monocytes 0.0733508 0.0021611 0.0090021 0.0032620 2
dataset_name-Levine_seed-42 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0009545 0.0004867 0.0244833 2
dataset_name-Levine_seed-42 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0125874 0.0127656 0.0028226 2
dataset_name-Levine_seed-42 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0029646 0.0016048 0.0053036 2
dataset_name-Levine_seed-42 random 14 pDCs pDCs 0.0111091 0.0063004 0.0036896 0.0039205 2
dataset_name-Levine_seed-42 random 15 ungated ungated 0.1195857 0.0018004 0.0404416 0.0006018 2
dataset_name-Levine_seed-42 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0045187 0.0027316 0.0067050 2
dataset_name-Levine_seed-42 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0011633 0.0012844 0.0071324 2
dataset_name-Levine_seed-42 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0006740 0.0003501 0.0001911 2
dataset_name-Levine_seed-42 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0110585 0.0074929 0.0140535 2
dataset_name-Levine_seed-42 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0009444 0.0004923 0.0112627 2
dataset_name-Levine_seed-42 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0040759 0.0124154 0.0002551 2
dataset_name-Levine_seed-42 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0081425 0.0184912 0.0009728 2
dataset_name-Levine_seed-42 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0059099 0.0085322 0.0026861 2
dataset_name-Samusik_seed-42 cyanno 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1912298 0.0756728 0.0173941 0.0484718 5
dataset_name-Samusik_seed-42 cyanno 10 HSC HSC NA NA NA 0.0000000 5
dataset_name-Samusik_seed-42 cyanno 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9388574 0.0042600 0.0022898 0.0096451 5
dataset_name-Samusik_seed-42 cyanno 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9824710 0.0008189 0.0008061 0.0020605 5
dataset_name-Samusik_seed-42 cyanno 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8954949 0.0086742 0.0107106 0.0223944 5
dataset_name-Samusik_seed-42 cyanno 14 Intermediate Monocytes Intermediate Monocytes 0.9442022 0.0062460 0.0038491 0.0160909 5
dataset_name-Samusik_seed-42 cyanno 15 MEP MEP 0.6754296 0.0463167 0.0168159 0.0795282 5
dataset_name-Samusik_seed-42 cyanno 16 MPP MPP 0.1111556 0.0570676 0.0097794 0.0318716 5
dataset_name-Samusik_seed-42 cyanno 17 Macrophages Macrophages 0.5236172 0.0335229 0.0208417 0.0371797 5
dataset_name-Samusik_seed-42 cyanno 18 NK cells NK cells 0.8308863 0.0504634 0.0121289 0.0803162 5
dataset_name-Samusik_seed-42 cyanno 19 NKT cells NKT cells 0.9273444 0.0094600 0.0033341 0.0206146 5
dataset_name-Samusik_seed-42 cyanno 2 Basophils Basophils 0.7816699 0.0155131 0.0220575 0.0340456 5
dataset_name-Samusik_seed-42 cyanno 20 Non-Classical Monocytes Non-Classical Monocytes 0.9455955 0.0090213 0.0081039 0.0148637 5
dataset_name-Samusik_seed-42 cyanno 21 Plasma Cells Plasma Cells 0.5796549 0.2637037 0.0339046 0.3135350 5
dataset_name-Samusik_seed-42 cyanno 22 gd T cells gd T cells 0.1487455 0.1129832 0.0254556 0.0665431 5
dataset_name-Samusik_seed-42 cyanno 23 mDCs mDCs 0.4056113 0.1118682 0.0274305 0.0929573 5
dataset_name-Samusik_seed-42 cyanno 24 pDCs pDCs 0.9800432 0.0006996 0.0012339 0.0016830 5
dataset_name-Samusik_seed-42 cyanno 25 ungated ungated 0.9066348 0.0019860 0.0040355 0.0018053 5
dataset_name-Samusik_seed-42 cyanno 3 CD4 T cells CD4 T cells 0.9258523 0.0082742 0.0064783 0.0147526 5
dataset_name-Samusik_seed-42 cyanno 4 CD8 T cells CD8 T cells 0.9736724 0.0042342 0.0025221 0.0081116 5
dataset_name-Samusik_seed-42 cyanno 5 CLP CLP NA NA NA 0.0000000 5
dataset_name-Samusik_seed-42 cyanno 6 CMP CMP 0.1117366 0.0692764 0.0148321 0.0403126 5
dataset_name-Samusik_seed-42 cyanno 7 Classical Monocytes Classical Monocytes 0.9560990 0.0026765 0.0050339 0.0067044 5
dataset_name-Samusik_seed-42 cyanno 8 Eosinophils Eosinophils 0.9553137 0.0015009 0.0025806 0.0054888 5
dataset_name-Samusik_seed-42 cyanno 9 GMP GMP 0.6569801 0.0445439 0.0280474 0.0553186 5
dataset_name-Samusik_seed-42 cygate 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0973908 0.0469112 0.1028231 0.0317807 5
dataset_name-Samusik_seed-42 cygate 10 HSC HSC 0.0352793 0.0273098 0.0175396 0.1341644 5
dataset_name-Samusik_seed-42 cygate 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7922416 0.0069665 0.0102495 0.0017052 5
dataset_name-Samusik_seed-42 cygate 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9341479 0.0156780 0.0293491 0.0013884 5
dataset_name-Samusik_seed-42 cygate 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5232414 0.0300151 0.0279327 0.0020055 5
dataset_name-Samusik_seed-42 cygate 14 Intermediate Monocytes Intermediate Monocytes 0.8166359 0.0108555 0.0369355 0.0396142 5
dataset_name-Samusik_seed-42 cygate 15 MEP MEP 0.6809399 0.0121021 0.0138473 0.0030013 5
dataset_name-Samusik_seed-42 cygate 16 MPP MPP 0.3735249 0.0315055 0.0255683 0.0390582 5
dataset_name-Samusik_seed-42 cygate 17 Macrophages Macrophages 0.4690320 0.0064220 0.0058727 0.0107670 5
dataset_name-Samusik_seed-42 cygate 18 NK cells NK cells 0.5169618 0.0101638 0.0101166 0.0154900 5
dataset_name-Samusik_seed-42 cygate 19 NKT cells NKT cells 0.6784062 0.0170112 0.0078130 0.0382032 5
dataset_name-Samusik_seed-42 cygate 2 Basophils Basophils 0.6276541 0.0125465 0.0131023 0.0271092 5
dataset_name-Samusik_seed-42 cygate 20 Non-Classical Monocytes Non-Classical Monocytes 0.7756108 0.1787736 0.0370810 0.2678690 5
dataset_name-Samusik_seed-42 cygate 21 Plasma Cells Plasma Cells 0.7873401 0.0388161 0.0657926 0.0210329 5
dataset_name-Samusik_seed-42 cygate 22 gd T cells gd T cells 0.2992332 0.0192933 0.0146227 0.0130132 5
dataset_name-Samusik_seed-42 cygate 23 mDCs mDCs 0.6464736 0.0198404 0.0213961 0.0102501 5
dataset_name-Samusik_seed-42 cygate 24 pDCs pDCs 0.9432085 0.0050604 0.0046375 0.0121057 5
dataset_name-Samusik_seed-42 cygate 25 ungated ungated 0.3888978 0.0111819 0.0026058 0.0087226 5
dataset_name-Samusik_seed-42 cygate 3 CD4 T cells CD4 T cells 0.6528713 0.0006416 0.0007213 0.0036784 5
dataset_name-Samusik_seed-42 cygate 4 CD8 T cells CD8 T cells 0.7881456 0.0115998 0.0163137 0.0019403 5
dataset_name-Samusik_seed-42 cygate 5 CLP CLP 0.0978867 0.0206411 0.0108835 0.1789290 5
dataset_name-Samusik_seed-42 cygate 6 CMP CMP 0.3562819 0.0059569 0.0044638 0.0026809 5
dataset_name-Samusik_seed-42 cygate 7 Classical Monocytes Classical Monocytes 0.8189925 0.0158800 0.0261601 0.0126197 5
dataset_name-Samusik_seed-42 cygate 8 Eosinophils Eosinophils 0.8622643 0.0079382 0.0036228 0.0212650 5
dataset_name-Samusik_seed-42 cygate 9 GMP GMP 0.5114899 0.0325064 0.0311214 0.0086484 5
dataset_name-Samusik_seed-42 dgcytof 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.4848992 0.1430273 0.0764349 0.1723514 5
dataset_name-Samusik_seed-42 dgcytof 10 HSC HSC 0.1494058 0.0624271 0.1874764 0.0578523 5
dataset_name-Samusik_seed-42 dgcytof 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8960126 0.0141656 0.0164150 0.0387585 5
dataset_name-Samusik_seed-42 dgcytof 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9653214 0.0046842 0.0099052 0.0067388 5
dataset_name-Samusik_seed-42 dgcytof 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8529172 0.0061763 0.0316421 0.0247531 5
dataset_name-Samusik_seed-42 dgcytof 14 Intermediate Monocytes Intermediate Monocytes 0.9258813 0.0081148 0.0157120 0.0135514 5
dataset_name-Samusik_seed-42 dgcytof 15 MEP MEP 0.6900379 0.0404766 0.0631550 0.1469998 5
dataset_name-Samusik_seed-42 dgcytof 16 MPP MPP 0.6220505 0.0041734 0.0412510 0.0346991 5
dataset_name-Samusik_seed-42 dgcytof 17 Macrophages Macrophages 0.5318111 0.1645262 0.0456443 0.2446982 5
dataset_name-Samusik_seed-42 dgcytof 18 NK cells NK cells 0.7748294 0.0296736 0.0547539 0.1023954 5
dataset_name-Samusik_seed-42 dgcytof 19 NKT cells NKT cells 0.8784082 0.0114842 0.0464575 0.0537659 5
dataset_name-Samusik_seed-42 dgcytof 2 Basophils Basophils 0.7611819 0.0412267 0.0543076 0.1065666 5
dataset_name-Samusik_seed-42 dgcytof 20 Non-Classical Monocytes Non-Classical Monocytes 0.9054267 0.0107454 0.0113684 0.0146444 5
dataset_name-Samusik_seed-42 dgcytof 21 Plasma Cells Plasma Cells 0.7765400 0.0824203 0.0646127 0.1665285 5
dataset_name-Samusik_seed-42 dgcytof 22 gd T cells gd T cells 0.5557091 0.1101559 0.2107802 0.2080940 5
dataset_name-Samusik_seed-42 dgcytof 23 mDCs mDCs 0.5786835 0.0968985 0.0495330 0.1698341 5
dataset_name-Samusik_seed-42 dgcytof 24 pDCs pDCs 0.9517165 0.0189936 0.0101486 0.0433883 5
dataset_name-Samusik_seed-42 dgcytof 25 ungated ungated 0.8628997 0.0048487 0.0201555 0.0145090 5
dataset_name-Samusik_seed-42 dgcytof 3 CD4 T cells CD4 T cells 0.7980214 0.0422317 0.0177158 0.0851268 5
dataset_name-Samusik_seed-42 dgcytof 4 CD8 T cells CD8 T cells 0.9007042 0.0070577 0.0240235 0.0227097 5
dataset_name-Samusik_seed-42 dgcytof 5 CLP CLP 0.2766402 0.0577625 0.2306246 0.1292254 5
dataset_name-Samusik_seed-42 dgcytof 6 CMP CMP 0.5720685 0.0472537 0.0665103 0.1374585 5
dataset_name-Samusik_seed-42 dgcytof 7 Classical Monocytes Classical Monocytes 0.9332915 0.0047382 0.0074419 0.0135480 5
dataset_name-Samusik_seed-42 dgcytof 8 Eosinophils Eosinophils 0.9365289 0.0060440 0.0158032 0.0261278 5
dataset_name-Samusik_seed-42 dgcytof 9 GMP GMP 0.6998594 0.0296533 0.0620944 0.1196467 5
dataset_name-Samusik_seed-42 lda 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0227460 0.0077548 0.0055021 0.0063464 5
dataset_name-Samusik_seed-42 lda 10 HSC HSC 0.0198879 0.0042612 0.0028464 0.0534290 5
dataset_name-Samusik_seed-42 lda 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4197419 0.0661026 0.0384707 0.1175894 5
dataset_name-Samusik_seed-42 lda 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9459637 0.0074017 0.0044277 0.0169229 5
dataset_name-Samusik_seed-42 lda 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1510924 0.0271306 0.0175702 0.0340301 5
dataset_name-Samusik_seed-42 lda 14 Intermediate Monocytes Intermediate Monocytes 0.7402073 0.0653990 0.0124072 0.1379683 5
dataset_name-Samusik_seed-42 lda 15 MEP MEP 0.4440989 0.0095935 0.0228894 0.0580929 5
dataset_name-Samusik_seed-42 lda 16 MPP MPP 0.1635194 0.0225864 0.0144459 0.0541797 5
dataset_name-Samusik_seed-42 lda 17 Macrophages Macrophages 0.5712489 0.0186415 0.0081585 0.1022199 5
dataset_name-Samusik_seed-42 lda 18 NK cells NK cells 0.4444544 0.0105701 0.0063185 0.0456860 5
dataset_name-Samusik_seed-42 lda 19 NKT cells NKT cells 0.5955151 0.0037606 0.0076641 0.0149526 5
dataset_name-Samusik_seed-42 lda 2 Basophils Basophils 0.5773741 0.0357548 0.0258922 0.1343984 5
dataset_name-Samusik_seed-42 lda 20 Non-Classical Monocytes Non-Classical Monocytes 0.7791973 0.0095585 0.0235903 0.0356625 5
dataset_name-Samusik_seed-42 lda 21 Plasma Cells Plasma Cells 0.8898904 0.0086816 0.0087625 0.0266791 5
dataset_name-Samusik_seed-42 lda 22 gd T cells gd T cells 0.3553028 0.0244215 0.0286164 0.0808785 5
dataset_name-Samusik_seed-42 lda 23 mDCs mDCs 0.6150530 0.0137314 0.0292350 0.0377799 5
dataset_name-Samusik_seed-42 lda 24 pDCs pDCs 0.8486987 0.0171483 0.0048307 0.0329038 5
dataset_name-Samusik_seed-42 lda 25 ungated ungated 0.6422923 0.0113692 0.0280514 0.0434675 5
dataset_name-Samusik_seed-42 lda 3 CD4 T cells CD4 T cells 0.6497094 0.0017575 0.0064399 0.0232817 5
dataset_name-Samusik_seed-42 lda 4 CD8 T cells CD8 T cells 0.7820065 0.0152996 0.0106564 0.0461570 5
dataset_name-Samusik_seed-42 lda 5 CLP CLP 0.0849230 0.0138568 0.0073771 0.0725839 5
dataset_name-Samusik_seed-42 lda 6 CMP CMP 0.1885516 0.0239876 0.0072270 0.0740174 5
dataset_name-Samusik_seed-42 lda 7 Classical Monocytes Classical Monocytes 0.5291837 0.0925822 0.0209726 0.1338114 5
dataset_name-Samusik_seed-42 lda 8 Eosinophils Eosinophils 0.8316710 0.0050268 0.0072025 0.0097179 5
dataset_name-Samusik_seed-42 lda 9 GMP GMP 0.3804292 0.0608449 0.0380000 0.1533674 5
dataset_name-Samusik_seed-42 random 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0086089 0.0003241 0.0001761 0.0020287 5
dataset_name-Samusik_seed-42 random 10 HSC HSC 0.0000795 0.0000288 0.0000144 0.0205655 5
dataset_name-Samusik_seed-42 random 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0474511 0.0011533 0.0022138 0.0007834 5
dataset_name-Samusik_seed-42 random 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0618441 0.0016865 0.0037401 0.0011046 5
dataset_name-Samusik_seed-42 random 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0311910 0.0016060 0.0014962 0.0016584 5
dataset_name-Samusik_seed-42 random 14 Intermediate Monocytes Intermediate Monocytes 0.0569821 0.0006226 0.0017595 0.0005432 5
dataset_name-Samusik_seed-42 random 15 MEP MEP 0.0112222 0.0003512 0.0002254 0.0004628 5
dataset_name-Samusik_seed-42 random 16 MPP MPP 0.0028711 0.0002157 0.0001112 0.0035651 5
dataset_name-Samusik_seed-42 random 17 Macrophages Macrophages 0.0063274 0.0005910 0.0003236 0.0034808 5
dataset_name-Samusik_seed-42 random 18 NK cells NK cells 0.0068420 0.0006325 0.0003637 0.0019933 5
dataset_name-Samusik_seed-42 random 19 NKT cells NKT cells 0.0159977 0.0009353 0.0006005 0.0021027 5
dataset_name-Samusik_seed-42 random 2 Basophils Basophils 0.0083900 0.0005584 0.0003135 0.0026270 5
dataset_name-Samusik_seed-42 random 20 Non-Classical Monocytes Non-Classical Monocytes 0.0153550 0.0011444 0.0007114 0.0030422 5
dataset_name-Samusik_seed-42 random 21 Plasma Cells Plasma Cells 0.0034050 0.0004904 0.0002626 0.0033816 5
dataset_name-Samusik_seed-42 random 22 gd T cells gd T cells 0.0010024 0.0002034 0.0001028 0.0096831 5
dataset_name-Samusik_seed-42 random 23 mDCs mDCs 0.0026617 0.0005044 0.0002609 0.0075439 5
dataset_name-Samusik_seed-42 random 24 pDCs pDCs 0.0353837 0.0018584 0.0016051 0.0022032 5
dataset_name-Samusik_seed-42 random 25 ungated ungated 0.0719084 0.0002063 0.0032607 0.0000986 5
dataset_name-Samusik_seed-42 random 3 CD4 T cells CD4 T cells 0.0112359 0.0008753 0.0005101 0.0033239 5
dataset_name-Samusik_seed-42 random 4 CD8 T cells CD8 T cells 0.0209630 0.0006751 0.0005232 0.0008304 5
dataset_name-Samusik_seed-42 random 5 CLP CLP 0.0010886 0.0001906 0.0000967 0.0065066 5
dataset_name-Samusik_seed-42 random 6 CMP CMP 0.0046021 0.0006793 0.0003605 0.0059425 5
dataset_name-Samusik_seed-42 random 7 Classical Monocytes Classical Monocytes 0.0605722 0.0004171 0.0022959 0.0003701 5
dataset_name-Samusik_seed-42 random 8 Eosinophils Eosinophils 0.0488994 0.0014093 0.0024130 0.0009809 5
dataset_name-Samusik_seed-42 random 9 GMP GMP 0.0120741 0.0006852 0.0003871 0.0028970 5
dataset_name-Transformed_seed-42 cyanno 1 B-cells IgM+ B-cells IgM+ 0.9357585 0.0082431 0.0097698 0.0131741 5
dataset_name-Transformed_seed-42 cyanno 2 B-cells IgM- B-cells IgM- 0.7586109 0.0897403 0.0410216 0.1556487 5
dataset_name-Transformed_seed-42 cyanno 3 CD4 T-cells CD4 T-cells 0.9551006 0.0098705 0.0131858 0.0172535 5
dataset_name-Transformed_seed-42 cyanno 4 CD8 T-cells CD8 T-cells 0.8921459 0.0117381 0.0283285 0.0090010 5
dataset_name-Transformed_seed-42 cyanno 5 DC DC 0.6915440 0.0799849 0.0276852 0.0971543 5
dataset_name-Transformed_seed-42 cyanno 6 NK cells NK cells 0.9078622 0.0056056 0.0254471 0.0212390 5
dataset_name-Transformed_seed-42 cyanno 7 monocytes monocytes 0.8539591 0.0192925 0.0082397 0.0364728 5
dataset_name-Transformed_seed-42 cyanno 8 ungated ungated 0.8558031 0.0201805 0.0286942 0.0182070 5
dataset_name-Transformed_seed-42 cygate 1 B-cells IgM+ B-cells IgM+ 0.9048697 0.0127236 0.0108350 0.0307279 5
dataset_name-Transformed_seed-42 cygate 2 B-cells IgM- B-cells IgM- 0.7068944 0.0510645 0.0442034 0.0856984 5
dataset_name-Transformed_seed-42 cygate 3 CD4 T-cells CD4 T-cells 0.8289218 0.1004898 0.0412612 0.1796587 5
dataset_name-Transformed_seed-42 cygate 4 CD8 T-cells CD8 T-cells 0.7534795 0.0212426 0.0275425 0.0547588 5
dataset_name-Transformed_seed-42 cygate 5 DC DC 0.7259247 0.0278400 0.0322048 0.0400377 5
dataset_name-Transformed_seed-42 cygate 6 NK cells NK cells 0.8175727 0.0331901 0.0233343 0.0859352 5
dataset_name-Transformed_seed-42 cygate 7 monocytes monocytes 0.7302340 0.0320527 0.0556988 0.0539270 5
dataset_name-Transformed_seed-42 cygate 8 ungated ungated 0.7770327 0.0081491 0.0198847 0.0270608 5
dataset_name-Transformed_seed-42 dgcytof 1 B-cells IgM+ B-cells IgM+ 0.8706383 0.0288753 0.0762037 0.0604625 5
dataset_name-Transformed_seed-42 dgcytof 2 B-cells IgM- B-cells IgM- 0.6077420 0.1427367 0.0736168 0.2075962 5
dataset_name-Transformed_seed-42 dgcytof 3 CD4 T-cells CD4 T-cells 0.9321491 0.0120085 0.0241121 0.0394390 5
dataset_name-Transformed_seed-42 dgcytof 4 CD8 T-cells CD8 T-cells 0.8392978 0.0118263 0.0409511 0.0339760 5
dataset_name-Transformed_seed-42 dgcytof 5 DC DC 0.8326906 0.0249929 0.0695207 0.0403803 5
dataset_name-Transformed_seed-42 dgcytof 6 NK cells NK cells 0.8603342 0.0180891 0.0252683 0.0531085 5
dataset_name-Transformed_seed-42 dgcytof 7 monocytes monocytes 0.7991362 0.0216203 0.0490399 0.0665816 5
dataset_name-Transformed_seed-42 dgcytof 8 ungated ungated 0.7063076 0.0565735 0.0312479 0.0844788 5
dataset_name-Transformed_seed-42 lda 1 B-cells IgM+ B-cells IgM+ 0.8105067 0.0870472 0.0542027 0.1401390 5
dataset_name-Transformed_seed-42 lda 2 B-cells IgM- B-cells IgM- 0.4137059 0.1528216 0.1704031 0.2097239 5
dataset_name-Transformed_seed-42 lda 3 CD4 T-cells CD4 T-cells 0.9058547 0.0326255 0.0037645 0.0576436 5
dataset_name-Transformed_seed-42 lda 4 CD8 T-cells CD8 T-cells 0.7507447 0.0394981 0.0607012 0.1111573 5
dataset_name-Transformed_seed-42 lda 5 DC DC 0.8102200 0.0230297 0.0631132 0.0794491 5
dataset_name-Transformed_seed-42 lda 6 NK cells NK cells 0.6923589 0.1775889 0.0245580 0.3198684 5
dataset_name-Transformed_seed-42 lda 7 monocytes monocytes 0.7997850 0.0584731 0.0329511 0.0957879 5
dataset_name-Transformed_seed-42 lda 8 ungated ungated 0.4295573 0.0829030 0.0837043 0.0997216 5
dataset_name-Transformed_seed-42 random 1 B-cells IgM+ B-cells IgM+ 0.0591013 0.0017706 0.0013818 0.0015069 5
dataset_name-Transformed_seed-42 random 2 B-cells IgM- B-cells IgM- 0.0326046 0.0014030 0.0007966 0.0069339 5
dataset_name-Transformed_seed-42 random 3 CD4 T-cells CD4 T-cells 0.1848766 0.0024621 0.0028454 0.0022657 5
dataset_name-Transformed_seed-42 random 4 CD8 T-cells CD8 T-cells 0.1756470 0.0046983 0.0064253 0.0041201 5
dataset_name-Transformed_seed-42 random 5 DC DC 0.0223403 0.0012553 0.0006763 0.0087425 5
dataset_name-Transformed_seed-42 random 6 NK cells NK cells 0.1341937 0.0018052 0.0025291 0.0018252 5
dataset_name-Transformed_seed-42 random 7 monocytes monocytes 0.1132569 0.0043368 0.0033809 0.0070868 5
dataset_name-Transformed_seed-42 random 8 ungated ungated 0.0384910 0.0017532 0.0011070 0.0038942 5
dataset_name-flowcyt_seed-42 cyanno 1 B_Lymphocytes B_Lymphocytes 0.8826135 0.0630767 0.0396062 0.1239528 5
dataset_name-flowcyt_seed-42 cyanno 2 HSPCs HSPCs 0.7555647 0.0590448 0.0433497 0.0894054 5
dataset_name-flowcyt_seed-42 cyanno 3 Mast_cells Mast_cells 0.3707830 0.3382957 0.3268001 0.2559339 5
dataset_name-flowcyt_seed-42 cyanno 4 Monocytes Monocytes 0.8844614 0.0255351 0.0517101 0.0668459 5
dataset_name-flowcyt_seed-42 cyanno 5 T_Lymphocytes T_Lymphocytes 0.9163136 0.0117962 0.0163853 0.0293026 5
dataset_name-flowcyt_seed-42 cyanno 6 ungated ungated 0.9891032 0.0013659 0.0023996 0.0017022 5
dataset_name-flowcyt_seed-42 cygate 1 B_Lymphocytes B_Lymphocytes 0.5412595 0.0464537 0.0454909 0.0282931 5
dataset_name-flowcyt_seed-42 cygate 2 HSPCs HSPCs 0.1745310 0.1614468 0.1509347 0.1675311 5
dataset_name-flowcyt_seed-42 cygate 3 Mast_cells Mast_cells 0.0152626 0.0285674 0.0159847 0.2842778 5
dataset_name-flowcyt_seed-42 cygate 4 Monocytes Monocytes 0.5694766 0.0860311 0.1080823 0.0630402 5
dataset_name-flowcyt_seed-42 cygate 5 T_Lymphocytes T_Lymphocytes 0.6632969 0.1545475 0.1731049 0.0227040 5
dataset_name-flowcyt_seed-42 cygate 6 ungated ungated 0.7786200 0.1536837 0.0033338 0.1912592 5
dataset_name-flowcyt_seed-42 dgcytof 1 B_Lymphocytes B_Lymphocytes 0.2538181 0.3462362 0.2674940 0.5174619 5
dataset_name-flowcyt_seed-42 dgcytof 2 HSPCs HSPCs 0.3330225 NA 0.5316423 0.0956493 5
dataset_name-flowcyt_seed-42 dgcytof 3 Mast_cells Mast_cells NA NA NA 0.0000000 5
dataset_name-flowcyt_seed-42 dgcytof 4 Monocytes Monocytes 0.3475805 0.4915438 0.3336862 0.4064583 5
dataset_name-flowcyt_seed-42 dgcytof 5 T_Lymphocytes T_Lymphocytes 0.8478782 0.0392756 0.5257748 0.4429682 5
dataset_name-flowcyt_seed-42 dgcytof 6 ungated ungated 0.9614945 0.0142633 0.0387648 0.0153754 5
dataset_name-flowcyt_seed-42 lda 1 B_Lymphocytes B_Lymphocytes 0.4927383 0.0287552 0.0142191 0.1122429 5
dataset_name-flowcyt_seed-42 lda 2 HSPCs HSPCs 0.4758813 0.0519872 0.0240337 0.1000939 5
dataset_name-flowcyt_seed-42 lda 3 Mast_cells Mast_cells 0.5782122 0.1311679 0.1863164 0.1023923 5
dataset_name-flowcyt_seed-42 lda 4 Monocytes Monocytes 0.6417221 0.0123135 0.0459692 0.1005452 5
dataset_name-flowcyt_seed-42 lda 5 T_Lymphocytes T_Lymphocytes 0.6944128 0.0203432 0.0387633 0.0652636 5
dataset_name-flowcyt_seed-42 lda 6 ungated ungated 0.9537990 0.0031177 0.0032379 0.0078399 5
dataset_name-flowcyt_seed-42 random 1 B_Lymphocytes B_Lymphocytes 0.0232413 0.0005525 0.0003193 0.0001094 5
dataset_name-flowcyt_seed-42 random 2 HSPCs HSPCs 0.0181446 0.0004238 0.0002371 0.0001199 5
dataset_name-flowcyt_seed-42 random 3 Mast_cells Mast_cells 0.0003384 0.0000054 0.0000027 0.0005759 5
dataset_name-flowcyt_seed-42 random 4 Monocytes Monocytes 0.0264729 0.0007510 0.0004436 0.0001993 5
dataset_name-flowcyt_seed-42 random 5 T_Lymphocytes T_Lymphocytes 0.0894480 0.0008915 0.0008312 0.0000139 5
dataset_name-flowcyt_seed-42 random 6 ungated ungated 0.2814718 0.0000543 0.0010718 0.0000031 5

Per-population Confusion Stats

dataset model crossvalidation run_id population_id population_name population tp fp fn tn tpr fpr fnr tnr
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 99944 16308 10265 2702384 0.9068588 0.0059985 0.0931412 0.9940015
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2 B Cell (Memory) B Cell (Memory) 34016 5519 5185 2784181 0.8677330 0.0019783 0.1322670 0.9980217
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11349 2151 4280 2811121 0.7261501 0.0007646 0.2738499 0.9992354
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 4 Basophil Basophil 1656 407 661 2826177 0.7147173 0.0001440 0.2852827 0.9998560
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 136047 81152 50651 2561051 0.7287009 0.0307138 0.2712991 0.9692862
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 120386 21363 76837 2610315 0.6104055 0.0081176 0.3895945 0.9918824
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3355 4123 4189 2817234 0.4447243 0.0014614 0.5552757 0.9985386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 20754 3857 12947 2791343 0.6158274 0.0013799 0.3841726 0.9986201
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 174894 76913 32224 2544870 0.8444172 0.0293361 0.1555828 0.9706639
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34588 5849 19410 2769054 0.6405422 0.0021078 0.3594578 0.9978922
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 139798 7604 27031 2654468 0.8379718 0.0028564 0.1620282 0.9971436
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 25321 16099 3453 2784028 0.8799958 0.0057494 0.1200042 0.9942506
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13232 2058 27521 2786090 0.3246878 0.0007381 0.6753122 0.9992619
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5147 3772 2290 2817692 0.6920801 0.0013369 0.3079199 0.9986631
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 152466 8295 20601 2647539 0.8809652 0.0031233 0.1190348 0.9968767
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1372 1957 5976 2819596 0.1867175 0.0006936 0.8132825 0.9993064
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 83206 63239 17562 2664894 0.8257185 0.0231803 0.1742815 0.9768197
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 611740 10700 70424 2136037 0.8967638 0.0049843 0.1032362 0.9950157
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 23090 28581 3724 2773506 0.8611173 0.0101999 0.1388827 0.9898001
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 201003 26707 10583 2590608 0.9499825 0.0102040 0.0500175 0.9897960
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 59500 19462 10270 2739669 0.8528021 0.0070537 0.1471979 0.9929463
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30811 2645 272 2795173 0.9912492 0.0009454 0.0087508 0.9990546
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 25 Ungated Ungated 344105 92360 80839 2311597 0.8097655 0.0384200 0.1902345 0.9615800
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 98947 12973 11024 2645225 0.8997554 0.0048804 0.1002446 0.9951196
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2 B Cell (Memory) B Cell (Memory) 37267 16176 1451 2713275 0.9625239 0.0059265 0.0374761 0.9940735
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 9789 2652 5079 2750649 0.6583939 0.0009632 0.3416061 0.9990368
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 4 Basophil Basophil 2084 1292 65 2764728 0.9697534 0.0004671 0.0302466 0.9995329
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 176616 124193 4873 2462487 0.9731499 0.0480125 0.0268501 0.9519875
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 83260 3424 114843 2566642 0.4202864 0.0013323 0.5797136 0.9986677
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3086 5479 4091 2755513 0.4299847 0.0019844 0.5700153 0.9980156
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 16259 5499 16565 2729846 0.4953388 0.0020103 0.5046612 0.9979897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 159333 66831 47127 2494878 0.7717379 0.0260884 0.2282621 0.9739116
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 27617 427 26220 2713905 0.5129743 0.0001573 0.4870257 0.9998427
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 141144 8638 23582 2594805 0.8568411 0.0033179 0.1431589 0.9966821
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 22226 5535 6623 2733785 0.7704253 0.0020206 0.2295747 0.9979794
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 17567 1947 23009 2725646 0.4329407 0.0007138 0.5670593 0.9992862
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 4693 1841 2724 2758911 0.6327356 0.0006668 0.3672644 0.9993332
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 159173 9232 13343 2586421 0.9226564 0.0035567 0.0773436 0.9964433
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 15 0 7448 2760706 0.0020099 0.0000000 0.9979901 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 406 2767763 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 69212 16848 28935 2653174 0.7051871 0.0063101 0.2948129 0.9936899
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 624934 15533 35226 2092476 0.9466402 0.0073686 0.0533598 0.9926314
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0 0 27419 2740750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194634 28353 6555 2538627 0.9674187 0.0110453 0.0325813 0.9889547
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 52825 12806 14071 2688467 0.7896586 0.0047407 0.2103414 0.9952593
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30096 2828 105 2735140 0.9965233 0.0010329 0.0034767 0.9989671
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 25 Ungated Ungated 351115 143770 62028 2211256 0.8498631 0.0610482 0.1501369 0.9389518
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 99811 23763 11247 2696043 0.8987286 0.0087370 0.1012714 0.9912630
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2 B Cell (Memory) B Cell (Memory) 36453 11787 2636 2779988 0.9325641 0.0042220 0.0674359 0.9957780
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13587 4515 1882 2810880 0.8783373 0.0016037 0.1216627 0.9983963
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 138185 65130 60767 2566782 0.6945645 0.0247463 0.3054355 0.9752537
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 4232 10177 3317 2813138 0.5606041 0.0036046 0.4393959 0.9963954
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 27107 15360 6938 2781459 0.7962109 0.0054920 0.2037891 0.9945080
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 205984 181910 2281 2440689 0.9890476 0.0693625 0.0109524 0.9306375
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 30139 10360 24103 2766262 0.5556395 0.0037312 0.4443605 0.9962688
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 154105 105116 10989 2560654 0.9334379 0.0394318 0.0665621 0.9605682
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 14670 8228 14431 2793535 0.5041064 0.0029367 0.4958936 0.9970633
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14288 4800 26225 2785551 0.3526769 0.0017202 0.6473231 0.9982798
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3521 2839 3899 2820605 0.4745283 0.0010055 0.5254717 0.9989945
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 90181 2035 83659 2654989 0.5187586 0.0007659 0.4812414 0.9992341
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 85725 35184 14472 2695483 0.8555645 0.0128848 0.1444355 0.9871152
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 652077 21198 27407 2130182 0.9596650 0.0098532 0.0403350 0.9901468
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 18357 10145 7921 2794441 0.6985691 0.0036173 0.3014309 0.9963827
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 207898 48599 3784 2570583 0.9821241 0.0185550 0.0178759 0.9814450
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 31288 1888 39512 2758176 0.4419209 0.0006840 0.5580791 0.9993160
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30853 2925 176 2796910 0.9943279 0.0010447 0.0056721 0.9989553
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 25 Ungated Ungated 334919 71525 89420 2335000 0.7892723 0.0297213 0.2107277 0.9702787
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 96388 10112 12606 2698281 0.8843423 0.0037336 0.1156577 0.9962664
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2 B Cell (Memory) B Cell (Memory) 34213 3335 4179 2775660 0.8911492 0.0012001 0.1088508 0.9987999
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 10449 2931 4690 2799317 0.6902041 0.0010459 0.3097959 0.9989541
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 184288 105902 12017 2515180 0.9387840 0.0404039 0.0612160 0.9595961
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3711 4280 3811 2805585 0.4933528 0.0015232 0.5066472 0.9984768
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 32320 21075 1595 2762397 0.9529707 0.0075715 0.0470293 0.9924285
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 178509 86353 28045 2524480 0.8642244 0.0330749 0.1357756 0.9669251
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 47870 32911 5885 2730721 0.8905218 0.0119086 0.1094782 0.9880914
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 163340 199332 3667 2451048 0.9780428 0.0752088 0.0219572 0.9247912
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 10564 3777 18382 2784664 0.3649554 0.0013545 0.6350446 0.9986455
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14600 15863 22530 2764394 0.3932130 0.0057056 0.6067870 0.9942944
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2097 853 5199 2809238 0.2874178 0.0003035 0.7125822 0.9996965
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 69714 5486 102083 2640104 0.4057929 0.0020736 0.5942071 0.9979264
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2045 3169 5346 2806827 0.2766879 0.0011278 0.7233121 0.9988722
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 76638 18208 23548 2698993 0.7649572 0.0067010 0.2350428 0.9932990
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661899 28399 16807 2110282 0.9752367 0.0132787 0.0247633 0.9867213
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 13209 5196 13978 2785004 0.4858572 0.0018622 0.5141428 0.9981378
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 197471 28792 14176 2576948 0.9330205 0.0110495 0.0669795 0.9889505
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 39512 2961 31261 2743653 0.5582920 0.0010781 0.4417080 0.9989219
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30648 2678 269 2783792 0.9912993 0.0009611 0.0087007 0.9990389
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 25 Ungated Ungated 291377 74912 131547 2319551 0.6889583 0.0312855 0.3110417 0.9687145
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 98818 13096 11716 2676428 0.8940055 0.0048693 0.1059945 0.9951307
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2 B Cell (Memory) B Cell (Memory) 34644 5784 4341 2755289 0.8886495 0.0020948 0.1113505 0.9979052
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11030 2165 4571 2782292 0.7070060 0.0007775 0.2929940 0.9992225
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 170981 106685 15266 2507126 0.9180336 0.0408159 0.0819664 0.9591841
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 148299 79462 50859 2521438 0.7446299 0.0305517 0.2553701 0.9694483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 460 55 7026 2792517 0.0614480 0.0000197 0.9385520 0.9999803
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 23499 9682 10357 2756520 0.6940867 0.0035001 0.3059133 0.9964999
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 100382 5869 108433 2585374 0.4807222 0.0022649 0.5192778 0.9977351
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34266 4197 19910 2741685 0.6324941 0.0015285 0.3675059 0.9984715
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 146123 14707 18341 2620887 0.8884802 0.0055801 0.1115198 0.9944199
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 22865 10660 6370 2760163 0.7821105 0.0038472 0.2178895 0.9961528
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 20026 8052 18005 2753975 0.5265704 0.0029153 0.4734296 0.9970847
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 4675 3724 2827 2788832 0.6231672 0.0013335 0.3768328 0.9986665
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 149413 4910 23530 2622205 0.8639436 0.0018690 0.1360564 0.9981310
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 4 7480 2792574 0.0000000 0.0000014 1.0000000 0.9999986
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 79250 27186 19490 2674132 0.8026129 0.0100640 0.1973871 0.9899360
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661655 35358 10835 2092210 0.9838882 0.0166190 0.0161118 0.9833810
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 11826 2593 15269 2770370 0.4364643 0.0009351 0.5635357 0.9990649
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200393 34990 8367 2556308 0.9599205 0.0135029 0.0400795 0.9864971
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 37471 2370 32927 2727290 0.5322736 0.0008682 0.4677264 0.9991318
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30543 2559 454 2766502 0.9853534 0.0009241 0.0146466 0.9990759
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 25 Ungated Ungated 347939 91392 62866 2297861 0.8469688 0.0382513 0.1530312 0.9617487
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 102265 64795 7944 2653897 0.9279188 0.0238332 0.0720812 0.9761668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2 B Cell (Memory) B Cell (Memory) 36754 50151 2447 2739549 0.9375781 0.0179772 0.0624219 0.9820228
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13120 8621 2509 2804651 0.8394651 0.0030644 0.1605349 0.9969356
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 4 Basophil Basophil 2207 1511 110 2825073 0.9525248 0.0005346 0.0474752 0.9994654
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 9627 10338 177071 2631865 0.0515646 0.0039126 0.9484354 0.9960874
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 133320 83961 63903 2547717 0.6759861 0.0319040 0.3240139 0.9680960
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 961 18834 6583 2802523 0.1273860 0.0066755 0.8726140 0.9933245
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 11366 17373 22335 2777827 0.3372600 0.0062153 0.6627400 0.9937847
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 202725 204422 4393 2417361 0.9787899 0.0779706 0.0212101 0.9220294
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 13489 6431 40509 2768472 0.2498055 0.0023176 0.7501945 0.9976824
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 126453 8208 40376 2653864 0.7579797 0.0030833 0.2420203 0.9969167
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 24691 19437 4083 2780690 0.8581011 0.0069415 0.1418989 0.9930585
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 37216 77446 3537 2710702 0.9132088 0.0277769 0.0867912 0.9722231
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1908 5476 5529 2815988 0.2565551 0.0019408 0.7434449 0.9980592
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 150375 16050 22692 2639784 0.8688831 0.0060433 0.1311169 0.9939567
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2730 20559 4618 2800994 0.3715297 0.0072864 0.6284703 0.9927136
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 85104 77821 15664 2650312 0.8445538 0.0285254 0.1554462 0.9714746
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 598986 10298 83178 2136439 0.8780674 0.0047970 0.1219326 0.9952030
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 22494 60526 4320 2741561 0.8388901 0.0216003 0.1611099 0.9783997
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200577 43378 11009 2573937 0.9479691 0.0165735 0.0520309 0.9834265
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 59181 19446 10589 2739685 0.8482299 0.0070479 0.1517701 0.9929521
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30420 3667 663 2794151 0.9786700 0.0013107 0.0213300 0.9986893
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 25 Ungated Ungated 25223 12292 399721 2391665 0.0593561 0.0051132 0.9406439 0.9948868
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 105049 176643 4922 2481555 0.9552427 0.0664522 0.0447573 0.9335478
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2 B Cell (Memory) B Cell (Memory) 37508 33477 1210 2695974 0.9687484 0.0122651 0.0312516 0.9877349
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 12561 6054 2307 2747247 0.8448345 0.0021988 0.1551655 0.9978012
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 4 Basophil Basophil 2011 1738 138 2764282 0.9357841 0.0006283 0.0642159 0.9993717
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 83999 58359 97490 2528321 0.4628325 0.0225614 0.5371675 0.9774386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 85193 14558 112910 2555508 0.4300440 0.0056644 0.5699560 0.9943356
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3833 22661 3344 2738331 0.5340672 0.0082076 0.4659328 0.9917924
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 13538 9215 19286 2726130 0.4124421 0.0033689 0.5875579 0.9966311
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 192224 174314 14236 2387395 0.9310472 0.0680460 0.0689528 0.9319540
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 4464 3278 49373 2711054 0.0829170 0.0012077 0.9170830 0.9987923
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 128347 5473 36379 2597970 0.7791545 0.0021022 0.2208455 0.9978978
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 19835 6834 9014 2732486 0.6875455 0.0024948 0.3124545 0.9975052
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 38108 84276 2468 2643317 0.9391759 0.0308976 0.0608241 0.9691024
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1797 9888 5620 2750864 0.2422812 0.0035816 0.7577188 0.9964184
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 155009 16152 17507 2579501 0.8985196 0.0062227 0.1014804 0.9937773
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 3883 12107 3580 2748599 0.5203001 0.0043855 0.4796999 0.9956145
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 45 7175 361 2760588 0.1108374 0.0025923 0.8891626 0.9974077
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 84197 42795 13950 2627227 0.8578663 0.0160280 0.1421337 0.9839720
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 621373 21484 38787 2086525 0.9412461 0.0101916 0.0587539 0.9898084
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 18346 28781 9073 2711969 0.6690981 0.0105011 0.3309019 0.9894989
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 193701 31590 7488 2535390 0.9627813 0.0123063 0.0372187 0.9876937
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 51517 12148 15379 2689125 0.7701058 0.0044971 0.2298942 0.9955029
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30094 4105 107 2733863 0.9964571 0.0014993 0.0035429 0.9985007
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 25 Ungated Ungated 14436 19378 398707 2335648 0.0349419 0.0082284 0.9650581 0.9917716
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 107977 192883 3081 2526923 0.9722577 0.0709179 0.0277423 0.9290821
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2 B Cell (Memory) B Cell (Memory) 18713 30272 20376 2761503 0.4787280 0.0108433 0.5212720 0.9891567
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13571 8562 1898 2806833 0.8773030 0.0030411 0.1226970 0.9969589
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 126989 75995 71963 2555917 0.6382896 0.0288744 0.3617104 0.9711256
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 4758 29099 2791 2794216 0.6302822 0.0103067 0.3697178 0.9896933
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 23055 15676 10990 2781143 0.6771920 0.0056049 0.3228080 0.9943951
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 197204 165145 11061 2457454 0.9468898 0.0629700 0.0531102 0.9370300
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 21845 8677 32397 2767945 0.4027322 0.0031250 0.5972678 0.9968750
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 135906 38360 29188 2627410 0.8232038 0.0143898 0.1767962 0.9856102
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 15754 9213 13347 2792550 0.5413560 0.0032883 0.4586440 0.9967117
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 27305 39193 13208 2751158 0.6739812 0.0140459 0.3260188 0.9859541
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5105 10149 2315 2813295 0.6880054 0.0035945 0.3119946 0.9964055
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 121871 9158 51969 2647866 0.7010527 0.0034467 0.2989473 0.9965533
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 88999 59960 11198 2670707 0.8882402 0.0219580 0.1117598 0.9780420
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 647841 30665 31643 2120715 0.9534308 0.0142536 0.0465692 0.9857464
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 16428 31060 9850 2773526 0.6251617 0.0110747 0.3748383 0.9889253
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 206216 43171 5466 2576011 0.9741782 0.0164826 0.0258218 0.9835174
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 39832 16329 30968 2743735 0.5625989 0.0059162 0.4374011 0.9940838
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30940 5759 89 2794076 0.9971317 0.0020569 0.0028683 0.9979431
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 25 Ungated Ungated 61556 35220 362783 2371305 0.1450633 0.0146352 0.8549367 0.9853648
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 97260 15597 11734 2692796 0.8923427 0.0057588 0.1076573 0.9942412
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2 B Cell (Memory) B Cell (Memory) 30920 5237 7472 2773758 0.8053761 0.0018845 0.1946239 0.9981155
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 12890 8657 2249 2793591 0.8514433 0.0030893 0.1485567 0.9969107
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 176450 136712 19855 2484370 0.8988564 0.0521586 0.1011436 0.9478414
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 886 7362 6636 2802503 0.1177878 0.0026201 0.8822122 0.9973799
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 31245 27712 2670 2755760 0.9212738 0.0099559 0.0787262 0.9900441
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 180063 111988 26491 2498845 0.8717478 0.0428936 0.1282522 0.9571064
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2710 3110 51045 2760522 0.0504139 0.0011253 0.9495861 0.9988747
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 152433 115092 14574 2535288 0.9127342 0.0434247 0.0872658 0.9565753
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 13455 6130 15491 2782311 0.4648311 0.0021984 0.5351689 0.9978016
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 28422 67974 8708 2712283 0.7654727 0.0244488 0.2345273 0.9755512
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3311 3685 3985 2806406 0.4538103 0.0013113 0.5461897 0.9986887
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 90177 6447 81620 2639143 0.5249044 0.0024369 0.4750956 0.9975631
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 4583 13787 2808 2796209 0.6200785 0.0049064 0.3799215 0.9950936
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 79878 24488 20308 2692713 0.7972970 0.0090122 0.2027030 0.9909878
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 656964 28794 21742 2109887 0.9679655 0.0134634 0.0320345 0.9865366
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 21348 36556 5839 2753644 0.7852282 0.0131016 0.2147718 0.9868984
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 201259 29772 10388 2575968 0.9509183 0.0114255 0.0490817 0.9885745
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 44704 4395 26069 2742219 0.6316533 0.0016002 0.3683467 0.9983998
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30814 4092 103 2782378 0.9966685 0.0014685 0.0033315 0.9985315
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 25 Ungated Ungated 183387 16301 239537 2378162 0.4336169 0.0068078 0.5663831 0.9931922
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 102747 147082 7787 2542442 0.9295511 0.0546870 0.0704489 0.9453130
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2 B Cell (Memory) B Cell (Memory) 37511 41789 1474 2719284 0.9621906 0.0151351 0.0378094 0.9848649
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 12667 8764 2934 2775693 0.8119351 0.0031475 0.1880649 0.9968525
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 156321 92316 29926 2521495 0.8393209 0.0353185 0.1606791 0.9646815
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 94628 38311 104530 2562589 0.4751403 0.0147299 0.5248597 0.9852701
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 1512 11057 5974 2781515 0.2019770 0.0039594 0.7980230 0.9960406
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 28609 23888 5247 2742314 0.8450201 0.0086357 0.1549799 0.9913643
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 144762 83178 64053 2508065 0.6932548 0.0320997 0.3067452 0.9679003
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 15468 9425 38708 2736457 0.2855139 0.0034324 0.7144861 0.9965676
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 121978 5751 42486 2629843 0.7416699 0.0021821 0.2583301 0.9978179
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 7281 7022 21954 2763801 0.2490508 0.0025343 0.7509492 0.9974657
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 23428 19455 14603 2742572 0.6160238 0.0070437 0.3839762 0.9929563
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5010 5061 2492 2787495 0.6678219 0.0018123 0.3321781 0.9981877
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 156562 32726 16381 2594389 0.9052809 0.0124570 0.0947191 0.9875430
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2378 12059 5102 2780519 0.3179144 0.0043182 0.6820856 0.9956818
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 81329 39263 17411 2662055 0.8236682 0.0145348 0.1763318 0.9854652
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 650919 25673 21571 2101895 0.9679237 0.0120668 0.0320763 0.9879332
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 14945 24946 12150 2748017 0.5515778 0.0089962 0.4484222 0.9910038
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 150895 27688 57865 2563610 0.7228157 0.0106850 0.2771843 0.9893150
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 32240 3181 38158 2726479 0.4579676 0.0011653 0.5420324 0.9988347
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30676 4419 321 2764642 0.9896442 0.0015958 0.0103558 0.9984042
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 56319 70164 354486 2319089 0.1370942 0.0293665 0.8629058 0.9706335
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 99557 27160 10652 2691532 0.9033473 0.0099901 0.0966527 0.9900099
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2 B Cell (Memory) B Cell (Memory) 33991 44124 5210 2745576 0.8670952 0.0158168 0.1329048 0.9841832
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 10567 4062 5062 2809210 0.6761149 0.0014439 0.3238851 0.9985561
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 4 Basophil Basophil 1819 415 498 2826169 0.7850669 0.0001468 0.2149331 0.9998532
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 123886 86445 62812 2555758 0.6635636 0.0327170 0.3364364 0.9672830
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 112367 29935 84856 2601743 0.5697459 0.0113749 0.4302541 0.9886251
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 2212 3160 5332 2818197 0.2932131 0.0011200 0.7067869 0.9988800
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 19234 5934 14467 2789266 0.5707249 0.0021229 0.4292751 0.9978771
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 171898 86977 35220 2534806 0.8299520 0.0331748 0.1700480 0.9668252
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 26648 5642 27350 2769261 0.4934998 0.0020332 0.5065002 0.9979668
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 123275 10590 43554 2651482 0.7389303 0.0039781 0.2610697 0.9960219
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 20761 11130 8013 2788997 0.7215194 0.0039748 0.2784806 0.9960252
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 10206 3247 30547 2784901 0.2504356 0.0011646 0.7495644 0.9988354
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2894 1657 4543 2819807 0.3891354 0.0005873 0.6108646 0.9994127
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 148852 12673 24215 2643161 0.8600831 0.0047718 0.1399169 0.9952282
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 705 964 6643 2820589 0.0959445 0.0003417 0.9040555 0.9996583
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 81474 56885 19294 2671248 0.8085305 0.0208513 0.1914695 0.9791487
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 627049 15778 55115 2130959 0.9192056 0.0073498 0.0807944 0.9926502
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 18494 34866 8320 2767221 0.6897143 0.0124429 0.3102857 0.9875571
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 205162 50008 6424 2567307 0.9696388 0.0191066 0.0303612 0.9808934
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 52107 14965 17663 2744166 0.7468396 0.0054238 0.2531604 0.9945762
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30850 3158 233 2794660 0.9925039 0.0011287 0.0074961 0.9988713
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 25 Ungated Ungated 274332 120786 150612 2283171 0.6455721 0.0502447 0.3544279 0.9497553
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 96584 12413 13387 2645785 0.8782679 0.0046697 0.1217321 0.9953303
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2 B Cell (Memory) B Cell (Memory) 34873 11310 3845 2718141 0.9006922 0.0041437 0.0993078 0.9958563
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 7592 1496 7276 2751805 0.5106268 0.0005433 0.4893732 0.9994567
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 4 Basophil Basophil 2057 1372 92 2764648 0.9571894 0.0004960 0.0428106 0.9995040
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 176755 170808 4734 2415872 0.9739158 0.0660337 0.0260842 0.9339663
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 66448 1807 131655 2568259 0.3354215 0.0007031 0.6645785 0.9992969
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 2531 4790 4646 2756202 0.3526543 0.0017349 0.6473457 0.9982651
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 13359 3124 19465 2732221 0.4069888 0.0011421 0.5930112 0.9988579
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 142134 56929 64326 2504780 0.6884336 0.0222231 0.3115664 0.9777769
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 29248 4708 24589 2709624 0.5432695 0.0017345 0.4567305 0.9982655
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 134226 13338 30500 2590105 0.8148440 0.0051232 0.1851560 0.9948768
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 19816 7636 9033 2731684 0.6868869 0.0027876 0.3131131 0.9972124
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 15084 3874 25492 2723719 0.3717468 0.0014203 0.6282532 0.9985797
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 4648 4735 2769 2756017 0.6266685 0.0017151 0.3733315 0.9982849
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 158908 17687 13608 2577966 0.9211204 0.0068141 0.0788796 0.9931859
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 125 71 7338 2760635 0.0167493 0.0000257 0.9832507 0.9999743
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 406 2767763 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 74312 37064 23835 2632958 0.7571500 0.0138815 0.2428500 0.9861185
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 613591 16749 46569 2091260 0.9294580 0.0079454 0.0705420 0.9920546
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 17 27 27402 2740723 0.0006200 0.0000099 0.9993800 0.9999901
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194837 37387 6352 2529593 0.9684277 0.0145646 0.0315723 0.9854354
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 44516 10267 22380 2691006 0.6654508 0.0038008 0.3345492 0.9961992
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30043 2864 158 2735104 0.9947684 0.0010460 0.0052316 0.9989540
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 25 Ungated Ungated 342909 143100 70234 2211926 0.8300008 0.0607637 0.1699992 0.9392363
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 102700 42587 8358 2677219 0.9247420 0.0156581 0.0752580 0.9843419
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2 B Cell (Memory) B Cell (Memory) 25764 4417 13325 2787358 0.6591113 0.0015821 0.3408887 0.9984179
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 5875 2903 9594 2812492 0.3797918 0.0010311 0.6202082 0.9989689
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 135053 76472 63899 2555440 0.6788220 0.0290557 0.3211780 0.9709443
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 967 1828 6582 2821487 0.1280964 0.0006475 0.8719036 0.9993525
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 30875 33119 3170 2763700 0.9068879 0.0118417 0.0931121 0.9881583
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 196786 162197 11479 2460402 0.9448827 0.0618459 0.0551173 0.9381541
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 31786 13465 22456 2763157 0.5860035 0.0048494 0.4139965 0.9951506
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 153927 119752 11167 2546018 0.9323597 0.0449221 0.0676403 0.9550779
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 11531 6154 17570 2795609 0.3962407 0.0021965 0.6037593 0.9978035
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 15940 9925 24573 2780426 0.3934540 0.0035569 0.6065460 0.9964431
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2991 3897 4429 2819547 0.4030997 0.0013802 0.5969003 0.9986198
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 95745 6673 78095 2650351 0.5507651 0.0025115 0.4492349 0.9974885
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 66606 19258 33591 2711409 0.6647504 0.0070525 0.3352496 0.9929475
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 668495 45166 10989 2106214 0.9838274 0.0209940 0.0161726 0.9790060
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 14465 9770 11813 2794816 0.5504605 0.0034836 0.4495395 0.9965164
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 207748 61180 3934 2558002 0.9814155 0.0233584 0.0185845 0.9766416
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 28979 7471 41821 2752593 0.4093079 0.0027068 0.5906921 0.9972932
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30723 4540 306 2795295 0.9901383 0.0016215 0.0098617 0.9983785
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 25 Ungated Ungated 298667 74467 125672 2332058 0.7038406 0.0309438 0.2961594 0.9690562
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 87244 5601 21750 2702792 0.8004477 0.0020680 0.1995523 0.9979320
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2 B Cell (Memory) B Cell (Memory) 28850 1386 9542 2777609 0.7514586 0.0004987 0.2485414 0.9995013
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 6114 1595 9025 2800653 0.4038576 0.0005692 0.5961424 0.9994308
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 172633 107746 23672 2513336 0.8794121 0.0411075 0.1205879 0.9588925
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 1703 1819 5819 2808046 0.2264026 0.0006474 0.7735974 0.9993526
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 30107 29013 3808 2754459 0.8877193 0.0104233 0.1122807 0.9895767
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 170858 81784 35696 2529049 0.8271832 0.0313249 0.1728168 0.9686751
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 49409 46524 4346 2717108 0.9191517 0.0168344 0.0808483 0.9831656
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 159416 224976 7591 2425404 0.9545468 0.0848844 0.0454532 0.9151156
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 7190 4327 21756 2784114 0.2483936 0.0015518 0.7516064 0.9984482
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 11893 13390 25237 2766867 0.3203070 0.0048161 0.6796930 0.9951839
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1251 1061 6045 2809030 0.1714638 0.0003776 0.8285362 0.9996224
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 43637 2376 128160 2643214 0.2540033 0.0008981 0.7459967 0.9991019
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1253 1571 6138 2808425 0.1695305 0.0005591 0.8304695 0.9994409
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 65171 13817 35015 2703384 0.6505001 0.0050850 0.3494999 0.9949150
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 669454 46997 9252 2091684 0.9863682 0.0219748 0.0136318 0.9780252
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 3929 3915 23258 2786285 0.1445176 0.0014031 0.8554824 0.9985969
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 160975 14372 50672 2591368 0.7605825 0.0055155 0.2394175 0.9944845
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 42295 13635 28478 2732979 0.5976149 0.0049643 0.4023851 0.9950357
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 26300 2315 4617 2784155 0.8506647 0.0008308 0.1493353 0.9991692
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 25 Ungated Ungated 301459 158026 121465 2236437 0.7127971 0.0659964 0.2872029 0.9340036
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 99211 19057 11323 2670467 0.8975609 0.0070856 0.1024391 0.9929144
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2 B Cell (Memory) B Cell (Memory) 30527 3696 8458 2757377 0.7830448 0.0013386 0.2169552 0.9986614
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 6929 2873 8672 2781584 0.4441382 0.0010318 0.5558618 0.9989682
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 158119 109532 28128 2504279 0.8489747 0.0419051 0.1510253 0.9580949
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 143423 63287 55735 2537613 0.7201468 0.0243327 0.2798532 0.9756673
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 813 297 6673 2792275 0.1086027 0.0001064 0.8913973 0.9998936
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 23157 12852 10699 2753350 0.6839851 0.0046461 0.3160149 0.9953539
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 119771 10234 89044 2581009 0.5735747 0.0039495 0.4264253 0.9960505
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 33622 6088 20554 2739794 0.6206069 0.0022171 0.3793931 0.9977829
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 146155 32038 18309 2603556 0.8886747 0.0121559 0.1113253 0.9878441
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 14760 3655 14475 2767168 0.5048743 0.0013191 0.4951257 0.9986809
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 20566 10686 17465 2751341 0.5407694 0.0038689 0.4592306 0.9961311
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5746 11327 1756 2781229 0.7659291 0.0040561 0.2340709 0.9959439
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 156992 16844 15951 2610271 0.9077673 0.0064116 0.0922327 0.9935884
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 13 209 7467 2792369 0.0017380 0.0000748 0.9982620 0.9999252
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 71172 23433 27568 2677885 0.7208021 0.0086747 0.2791979 0.9913253
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 665451 48402 7039 2079166 0.9895329 0.0227499 0.0104671 0.9772501
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 11117 5445 15978 2767518 0.4102971 0.0019636 0.5897029 0.9980364
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 198161 38936 10599 2552362 0.9492288 0.0150257 0.0507712 0.9849743
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 37892 4642 32506 2725018 0.5382539 0.0017006 0.4617461 0.9982994
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30634 2511 363 2766550 0.9882892 0.0009068 0.0117108 0.9990932
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 25 Ungated Ungated 316567 83216 94238 2306037 0.7706016 0.0348293 0.2293984 0.9651707
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 61835 68983 40614 2211824 0.6035686 0.0302450 0.3964314 0.9697550
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2 B Cell (Memory) B Cell (Memory) 28992 96570 8336 2249358 0.7766824 0.0411649 0.2233176 0.9588351
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13344 10283 1226 2358403 0.9158545 0.0043412 0.0841455 0.9956588
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 4 Basophil Basophil 1823 4594 236 2376603 0.8853813 0.0019293 0.1146187 0.9980707
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 34094 27420 76645 2245097 0.3078771 0.0120659 0.6921229 0.9879341
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 43189 17290 64860 2257917 0.3997168 0.0075993 0.6002832 0.9924007
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 33 532 3977 2378714 0.0082294 0.0002236 0.9917706 0.9997764
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 15830 23402 5198 2338826 0.7528058 0.0099067 0.2471942 0.9900933
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 125857 96499 16551 2144349 0.8837776 0.0430636 0.1162224 0.9569364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 25832 13810 10975 2332639 0.7018230 0.0058855 0.2981770 0.9941145
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 121474 21043 26564 2214175 0.8205596 0.0094143 0.1794404 0.9905857
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 9376 26449 12258 2335173 0.4333919 0.0111995 0.5666081 0.9888005
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13173 23123 20511 2326449 0.3910759 0.0098414 0.6089241 0.9901586
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3169 50312 2215 2327560 0.5885958 0.0211584 0.4114042 0.9788416
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 97080 13310 52493 2220373 0.6490476 0.0059588 0.3509524 0.9940412
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 16 Debris Debris 0 0 3197 2380059 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 4185 16834 1802 2360435 0.6990145 0.0070812 0.3009855 0.9929188
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 393 2382863 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 25739 23736 64755 2269026 0.2844277 0.0103526 0.7155723 0.9896474
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 606312 41561 48984 1686399 0.9252490 0.0240521 0.0747510 0.9759479
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 19180 59935 5593 2298548 0.7742300 0.0254125 0.2257700 0.9745875
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 186774 43192 16585 2136705 0.9184447 0.0198138 0.0815553 0.9801862
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 56137 29439 6388 2291292 0.8978329 0.0126852 0.1021671 0.9873148
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 26159 2767 4014 2350316 0.8669672 0.0011759 0.1330328 0.9988241
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 100254 52331 269045 1961626 0.2714711 0.0259842 0.7285289 0.9740158
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 79735 107035 24380 2143322 0.7658359 0.0475636 0.2341641 0.9524364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2 B Cell (Memory) B Cell (Memory) 18447 42026 18069 2275930 0.5051758 0.0181306 0.4948242 0.9818694
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 9480 6313 2135 2336544 0.8161860 0.0026946 0.1838140 0.9973054
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 4 Basophil Basophil 1108 6111 994 2346259 0.5271170 0.0025978 0.4728830 0.9974022
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 34769 37483 104761 2177459 0.2491866 0.0169228 0.7508134 0.9830772
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 18396 7491 111031 2217554 0.1421342 0.0033667 0.8578658 0.9966333
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0 1 3481 2350990 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 7704 6937 8559 2331272 0.4737133 0.0029668 0.5262867 0.9970332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 173279 192827 10356 1978010 0.9436055 0.0888261 0.0563945 0.9111739
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 24831 15134 17125 2297382 0.5918343 0.0065444 0.4081657 0.9934556
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 104968 21589 36987 2190928 0.7394456 0.0097577 0.2605544 0.9902423
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 3626 5036 19089 2326721 0.1596302 0.0021597 0.8403698 0.9978403
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 11335 19379 22647 2301111 0.3335589 0.0083513 0.6664411 0.9916487
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2866 64251 2833 2284522 0.5028952 0.0273551 0.4971048 0.9726449
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 120440 21351 39997 2172684 0.7506997 0.0097314 0.2493003 0.9902686
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 16 Debris Debris 0 0 3213 2351259 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1122 14918 5073 2333359 0.1811138 0.0063527 0.8188862 0.9936473
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 156 5981 185 2348150 0.4574780 0.0025406 0.5425220 0.9974594
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31476 43029 47989 2231978 0.3960989 0.0189138 0.6039011 0.9810862
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 533169 33010 72099 1716194 0.8808809 0.0188714 0.1191191 0.9811286
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 6 61 24509 2329896 0.0002447 0.0000262 0.9997553 0.9999738
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 160846 31828 14481 2147317 0.9174058 0.0146057 0.0825942 0.9853943
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 45533 18612 4265 2286062 0.9143540 0.0080758 0.0856460 0.9919242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 27521 4128 2369 2320454 0.9207427 0.0017758 0.0792573 0.9982242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 25 Ungated Ungated 121557 117571 225475 1889869 0.3502761 0.0585676 0.6497239 0.9414324
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 59776 70522 45468 2357258 0.5679754 0.0290479 0.4320246 0.9709521
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2 B Cell (Memory) B Cell (Memory) 25557 79770 11616 2416081 0.6875151 0.0319610 0.3124849 0.9680390
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11384 7890 2580 2511170 0.8152392 0.0031321 0.1847608 0.9968679
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 4 Basophil Basophil 0 0 2221 2530803 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 161559 2371465 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 67066 75733 94829 2295396 0.4142562 0.0319396 0.5857438 0.9680604
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 16 766 6201 2526041 0.0025736 0.0003031 0.9974264 0.9996969
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 21926 59212 6733 2445153 0.7650651 0.0236435 0.2349349 0.9763565
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 145459 164611 31751 2191203 0.8208284 0.0698744 0.1791716 0.9301256
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 19103 9821 25104 2478996 0.4321261 0.0039461 0.5678739 0.9960539
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 132552 83148 23330 2293994 0.8503355 0.0349781 0.1496645 0.9650219
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 7573 15669 16238 2493544 0.3180463 0.0062446 0.6819537 0.9937554
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 11018 11975 19023 2491008 0.3667654 0.0047843 0.6332346 0.9952157
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1033 3540 3711 2524740 0.2177487 0.0014002 0.7822513 0.9985998
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 118150 20304 38328 2356242 0.7550582 0.0085435 0.2449418 0.9914565
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 16 Debris Debris 0 0 3262 2529762 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 6173 2526851 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 382 2532642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 39537 63241 48571 2381675 0.4487334 0.0258663 0.5512666 0.9741337
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 586288 40610 58748 1847378 0.9089229 0.0215097 0.0910771 0.9784903
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 15627 43060 7211 2467126 0.6842543 0.0171541 0.3157457 0.9828459
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 170632 53377 26831 2282184 0.8641214 0.0228540 0.1358786 0.9771460
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 20116 23096 37075 2452737 0.3517337 0.0093286 0.6482663 0.9906714
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30489 6922 420 2495193 0.9864117 0.0027665 0.0135883 0.9972335
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 25 Ungated Ungated 133341 83114 239016 2077553 0.3580999 0.0384668 0.6419001 0.9615332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 67334 42489 28397 2213245 0.7033667 0.0188360 0.2966333 0.9811640
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2 B Cell (Memory) B Cell (Memory) 17543 21414 15778 2296730 0.5264848 0.0092376 0.4735152 0.9907624
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11833 8102 2758 2328772 0.8109794 0.0034670 0.1890206 0.9965330
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 4 Basophil Basophil 0 0 2200 2349265 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 136257 2215208 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 95466 111832 50749 2093418 0.6529152 0.0507117 0.3470848 0.9492883
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 693 5966 4591 2340215 0.1311506 0.0025429 0.8688494 0.9974571
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 18118 46438 7202 2279707 0.7155608 0.0199635 0.2844392 0.9800365
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 80909 79543 57925 2133088 0.5827751 0.0359495 0.4172249 0.9640505
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34951 20474 7789 2288251 0.8177585 0.0088681 0.1822415 0.9911319
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 122745 118698 26527 2083495 0.8222909 0.0538999 0.1777091 0.9461001
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1487 2317 20027 2327634 0.0691178 0.0009944 0.9308822 0.9990056
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14381 52365 13719 2271000 0.5117794 0.0225384 0.4882206 0.9774616
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 81 401 4782 2346201 0.0166564 0.0001709 0.9833436 0.9998291
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 45063 3610 82259 2220533 0.3539294 0.0016231 0.6460706 0.9983769
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 16 Debris Debris 0 0 3151 2348314 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2993 19695 3147 2325630 0.4874593 0.0083976 0.5125407 0.9916024
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 432 2351033 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31409 54864 50678 2214514 0.3826306 0.0241758 0.6173694 0.9758242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 515444 33705 86909 1715407 0.8557175 0.0192698 0.1442825 0.9807302
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 20214 55465 4216 2271570 0.8274253 0.0238351 0.1725747 0.9761649
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 168469 36493 31653 2114850 0.8418315 0.0169629 0.1581685 0.9830371
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 15980 13486 47678 2274321 0.2510289 0.0058947 0.7489711 0.9941053
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 29832 5805 853 2314975 0.9722014 0.0025013 0.0277986 0.9974987
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 25 Ungated Ungated 172348 151010 194495 1833612 0.4698141 0.0760901 0.5301859 0.9239099
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 85568 126042 14469 2070901 0.8553635 0.0573715 0.1446365 0.9426285
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2 B Cell (Memory) B Cell (Memory) 21418 36631 13096 2225835 0.6205598 0.0161907 0.3794402 0.9838093
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13406 9353 1247 2272974 0.9148980 0.0040980 0.0851020 0.9959020
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 4 Basophil Basophil 0 0 2076 2294904 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 32347 34879 90939 2138815 0.2623737 0.0160460 0.7376263 0.9839540
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 28620 21421 88899 2158040 0.2435351 0.0098286 0.7564649 0.9901714
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 291 1299 5102 2290288 0.0539588 0.0005669 0.9460412 0.9994331
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 24981 51929 2530 2217540 0.9080368 0.0228816 0.0919632 0.9771184
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 103077 97055 33501 2063347 0.7547116 0.0449245 0.2452884 0.9550755
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 31050 12786 10691 2242453 0.7438729 0.0056695 0.2561271 0.9943305
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 95921 37701 46379 2116979 0.6740759 0.0174973 0.3259241 0.9825027
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 12948 54792 9642 2219598 0.5731740 0.0240909 0.4268260 0.9759091
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 9873 12140 19686 2255281 0.3340099 0.0053541 0.6659901 0.9946459
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 589 1432 3965 2290994 0.1293368 0.0006247 0.8706632 0.9993753
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 115638 39890 40982 2100470 0.7383348 0.0186371 0.2616652 0.9813629
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 16 Debris Debris 0 0 3196 2293784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2770 14133 2027 2278050 0.5774442 0.0061657 0.4225558 0.9938343
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 294 2296686 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 28950 33644 55021 2179365 0.3447619 0.0152028 0.6552381 0.9847972
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 611338 54574 25933 1605135 0.9593062 0.0328817 0.0406938 0.9671183
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 12350 26619 6975 2251036 0.6390686 0.0116870 0.3609314 0.9883130
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 145158 16756 37818 2097248 0.7933172 0.0079262 0.2066828 0.9920738
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 32365 9071 16458 2239086 0.6629048 0.0040349 0.3370952 0.9959651
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30136 5992 268 2260584 0.9911854 0.0026436 0.0088146 0.9973564
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 25 Ungated Ungated 83207 76840 243785 1893148 0.2544619 0.0390053 0.7455381 0.9609947
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 4777 115994 105432 2602698 0.0433449 0.0426654 0.9566551 0.9573346
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2 B Cell (Memory) B Cell (Memory) 1601 118815 37600 2670885 0.0408408 0.0425906 0.9591592 0.9574094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 707 122444 14922 2690828 0.0452364 0.0435237 0.9547636 0.9564763
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 4 Basophil Basophil 113 122688 2204 2703896 0.0487700 0.0434050 0.9512300 0.9565950
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 8171 117231 178527 2524972 0.0437659 0.0443687 0.9562341 0.9556313
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8574 115915 188649 2515763 0.0434736 0.0440460 0.9565264 0.9559540
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 304 122970 7240 2698387 0.0402969 0.0435854 0.9597031 0.9564146
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1476 123392 32225 2671808 0.0437969 0.0441442 0.9562031 0.9558558
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 8937 112655 198181 2509128 0.0431493 0.0429688 0.9568507 0.9570312
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2247 120239 51751 2654664 0.0416127 0.0433309 0.9583873 0.9566691
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 7303 116299 159526 2545773 0.0437754 0.0436874 0.9562246 0.9563126
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1205 123182 27569 2676945 0.0418781 0.0439916 0.9581219 0.9560084
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1836 117717 38917 2670431 0.0450519 0.0422205 0.9549481 0.9577795
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 325 123453 7112 2698011 0.0437004 0.0437549 0.9562996 0.9562451
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 7520 117601 165547 2538233 0.0434514 0.0442803 0.9565486 0.9557197
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 344 123257 7004 2698296 0.0468155 0.0436841 0.9531845 0.9563159
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4374 116701 96394 2611432 0.0434066 0.0427769 0.9565934 0.9572231
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 29526 93229 652638 2053508 0.0432828 0.0434282 0.9567172 0.9565718
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1191 122639 25623 2679448 0.0444171 0.0437670 0.9555829 0.9562330
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 9020 111691 202566 2505624 0.0426304 0.0426739 0.9573696 0.9573261
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3113 124135 66657 2634996 0.0446180 0.0449906 0.9553820 0.9550094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1318 118567 29765 2679251 0.0424026 0.0423784 0.9575974 0.9576216
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 25 Ungated Ungated 18683 105422 406261 2298535 0.0439658 0.0438535 0.9560342 0.9561465
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 4535 111503 105436 2546695 0.0412381 0.0419468 0.9587619 0.9580532
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2 B Cell (Memory) B Cell (Memory) 1560 110578 37158 2618873 0.0402913 0.0405129 0.9597087 0.9594871
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 542 112415 14326 2640886 0.0364541 0.0408292 0.9635459 0.9591708
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 4 Basophil Basophil 82 115612 2067 2650408 0.0381573 0.0417972 0.9618427 0.9582028
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 7553 109695 173936 2476985 0.0416168 0.0424076 0.9583832 0.9575924
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8363 108088 189740 2461978 0.0422154 0.0420565 0.9577846 0.9579435
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 321 117140 6856 2643852 0.0447262 0.0424268 0.9552738 0.9575732
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1369 114338 31455 2621007 0.0417073 0.0418002 0.9582927 0.9581998
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 8480 105001 197980 2456708 0.0410733 0.0409887 0.9589267 0.9590113
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2319 115448 51518 2598884 0.0430745 0.0425327 0.9569255 0.9574673
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 6862 109775 157864 2493668 0.0416571 0.0421653 0.9583429 0.9578347
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1265 118304 27584 2621016 0.0438490 0.0431874 0.9561510 0.9568126
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1707 113117 38869 2614476 0.0420692 0.0414714 0.9579308 0.9585286
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 315 114837 7102 2645915 0.0424700 0.0415963 0.9575300 0.9584037
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 7156 108956 165360 2486697 0.0414802 0.0419763 0.9585198 0.9580237
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 331 113515 7132 2647191 0.0443521 0.0411181 0.9556479 0.9588819
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 14 115855 392 2651908 0.0344828 0.0418587 0.9655172 0.9581413
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4010 109217 94137 2560805 0.0408571 0.0409049 0.9591429 0.9590951
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 27928 88882 632232 2019127 0.0423049 0.0421640 0.9576951 0.9578360
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1170 115127 26249 2625623 0.0426711 0.0420057 0.9573289 0.9579943
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 8447 106789 192742 2460191 0.0419854 0.0416010 0.9580146 0.9583990
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 2774 110581 64122 2590692 0.0414674 0.0409366 0.9585326 0.9590634
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1280 111059 28921 2626909 0.0423827 0.0405626 0.9576173 0.9594374
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 25 Ungated Ungated 16953 97001 396190 2258025 0.0410342 0.0411889 0.9589658 0.9588111
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 5506 133581 105552 2586225 0.0495777 0.0491142 0.9504223 0.9508858
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2 B Cell (Memory) B Cell (Memory) 1950 140500 37139 2651275 0.0498862 0.0503264 0.9501138 0.9496736
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 810 145259 14659 2670136 0.0523628 0.0515945 0.9476372 0.9484055
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 9805 129164 189147 2502748 0.0492832 0.0490761 0.9507168 0.9509239
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 369 140692 7180 2682623 0.0488806 0.0498322 0.9511194 0.9501678
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1725 139980 32320 2656839 0.0506682 0.0500497 0.9493318 0.9499503
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 10513 132649 197752 2489950 0.0504790 0.0505792 0.9495210 0.9494208
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2724 139955 51518 2636667 0.0502194 0.0504048 0.9497806 0.9495952
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8188 135017 156906 2530753 0.0495960 0.0506484 0.9504040 0.9493516
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1534 140112 27567 2661651 0.0527130 0.0500085 0.9472870 0.9499915
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1925 136642 38588 2653709 0.0475156 0.0489695 0.9524844 0.9510305
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 371 143337 7049 2680107 0.0500000 0.0507667 0.9500000 0.9492333
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 8648 130039 165192 2526985 0.0497469 0.0489416 0.9502531 0.9510584
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4943 134984 95254 2595683 0.0493328 0.0494326 0.9506672 0.9505674
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 34384 109422 645100 2041958 0.0506031 0.0508613 0.9493969 0.9491387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1318 142510 24960 2662076 0.0501560 0.0508132 0.9498440 0.9491868
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 10604 129822 201078 2489360 0.0500940 0.0495659 0.9499060 0.9504341
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3380 134826 67420 2625238 0.0477401 0.0488489 0.9522599 0.9511511
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1644 141037 29385 2658798 0.0529827 0.0503733 0.9470173 0.9496267
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 25 Ungated Ungated 21332 119663 403007 2286862 0.0502711 0.0497244 0.9497289 0.9502756
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 5193 130020 103801 2578373 0.0476448 0.0480063 0.9523552 0.9519937
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2 B Cell (Memory) B Cell (Memory) 1901 133966 36491 2645029 0.0495155 0.0482066 0.9504845 0.9517934
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 748 133634 14391 2668614 0.0494088 0.0476881 0.9505912 0.9523119
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 9469 123475 186836 2497607 0.0482362 0.0471084 0.9517638 0.9528916
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 384 131303 7138 2678562 0.0510503 0.0467293 0.9489497 0.9532707
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1624 129501 32291 2653971 0.0478844 0.0465250 0.9521156 0.9534750
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 9821 125656 196733 2485177 0.0475469 0.0481287 0.9524531 0.9518713
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2487 131167 51268 2632465 0.0462655 0.0474618 0.9537345 0.9525382
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8125 128467 158882 2521913 0.0486507 0.0484712 0.9513493 0.9515288
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1336 131047 27610 2657394 0.0461549 0.0469965 0.9538451 0.9530035
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1837 133071 35293 2647186 0.0494748 0.0478628 0.9505252 0.9521372
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 381 135860 6915 2674231 0.0522204 0.0483472 0.9477796 0.9516528
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 8171 126152 163626 2519438 0.0475619 0.0476839 0.9524381 0.9523161
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 308 130430 7083 2679566 0.0416723 0.0464164 0.9583277 0.9535836
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4681 127022 95505 2590179 0.0467231 0.0467474 0.9532769 0.9532526
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 32282 101443 646424 2037238 0.0475640 0.0474325 0.9524360 0.9525675
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1298 133439 25889 2656761 0.0477434 0.0478242 0.9522566 0.9521758
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 10292 126088 201355 2479652 0.0486281 0.0483886 0.9513719 0.9516114
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3373 131794 67400 2614820 0.0476594 0.0479842 0.9523406 0.9520158
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1569 137004 29348 2649466 0.0507488 0.0491676 0.9492512 0.9508324
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 25 Ungated Ungated 19622 111946 403302 2282517 0.0463960 0.0467520 0.9536040 0.9532480
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 5011 122936 105523 2566588 0.0453345 0.0457092 0.9546655 0.9542908
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2 B Cell (Memory) B Cell (Memory) 1795 125702 37190 2635371 0.0460434 0.0455265 0.9539566 0.9544735
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 684 123505 14917 2660952 0.0438433 0.0443551 0.9561567 0.9556449
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 8202 117173 178045 2496638 0.0440383 0.0448284 0.9559617 0.9551716
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8854 117034 190304 2483866 0.0444572 0.0449975 0.9555428 0.9550025
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 312 123590 7174 2668982 0.0416778 0.0442567 0.9583222 0.9557433
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1616 127764 32240 2638438 0.0477316 0.0461875 0.9522684 0.9538125
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 9468 117936 199347 2473307 0.0453416 0.0455133 0.9546584 0.9544867
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2460 125699 51716 2620183 0.0454076 0.0457773 0.9545924 0.9542227
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 7593 121706 156871 2513888 0.0461682 0.0461778 0.9538318 0.9538222
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1291 125536 27944 2645287 0.0441594 0.0453064 0.9558406 0.9546936
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1762 127078 36269 2634949 0.0463306 0.0460090 0.9536694 0.9539910
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 353 127507 7149 2665049 0.0470541 0.0456596 0.9529459 0.9543404
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 8090 120265 164853 2506850 0.0467784 0.0457784 0.9532216 0.9542216
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 341 127620 7139 2664958 0.0455882 0.0456997 0.9544118 0.9543003
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4307 120579 94433 2580739 0.0436196 0.0446371 0.9563804 0.9553629
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 30566 96387 641924 2031181 0.0454520 0.0453038 0.9545480 0.9546962
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1217 123519 25878 2649444 0.0449160 0.0445440 0.9550840 0.9554560
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 9746 119819 199014 2471479 0.0466852 0.0462390 0.9533148 0.9537610
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3228 125385 67170 2604275 0.0458536 0.0459343 0.9541464 0.9540657
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1471 130133 29526 2638928 0.0474562 0.0469954 0.9525438 0.9530046
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 25 Ungated Ungated 18146 106672 392659 2282581 0.0441718 0.0446466 0.9558282 0.9553534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200849 1717 414 1333977 0.9979430 0.0012855 0.0020570 0.9987145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 2 CD19 CD19 174814 403 169 1361571 0.9990342 0.0002959 0.0009658 0.9997041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 78857 7347 5840 1444913 0.9310483 0.0050590 0.0689517 0.9949410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 685073 2491 1327 848066 0.9980667 0.0029287 0.0019333 0.9970713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 192823 4509 6533 1333092 0.9672295 0.0033710 0.0327705 0.9966290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 186814 1260 3444 1345439 0.9818983 0.0009356 0.0181017 0.9990644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 166577 1680 234 1188153 0.9985972 0.0014120 0.0014028 0.9985880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 2 CD19 CD19 128596 306 266 1227476 0.9979358 0.0002492 0.0020642 0.9997508
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 67474 2521 4370 1282279 0.9391738 0.0019622 0.0608262 0.9980378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 604463 1956 961 749264 0.9984127 0.0026038 0.0015873 0.9973962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 199435 3396 2117 1151696 0.9894965 0.0029400 0.0105035 0.9970600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 179069 1171 3082 1173322 0.9830800 0.0009970 0.0169200 0.9990030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 153814 672 480 1253500 0.9968891 0.0005358 0.0031109 0.9994642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 2 CD19 CD19 159126 379 313 1248648 0.9980369 0.0003034 0.0019631 0.9996966
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 66596 2572 7008 1332290 0.9047878 0.0019268 0.0952122 0.9980732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 659628 2410 1613 744815 0.9975606 0.0032253 0.0024394 0.9967747
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 180958 5442 1697 1220369 0.9907093 0.0044395 0.0092907 0.9955605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 175254 1615 1979 1229618 0.9888339 0.0013117 0.0111661 0.9986883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176626 1223 407 1243655 0.9977010 0.0009824 0.0022990 0.9990176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 2 CD19 CD19 172793 349 320 1248449 0.9981515 0.0002795 0.0018485 0.9997205
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 60713 2327 4703 1354168 0.9281063 0.0017155 0.0718937 0.9982845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 668533 1765 1430 750183 0.9978656 0.0023472 0.0021344 0.9976528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 179557 3949 1292 1237113 0.9928559 0.0031820 0.0071441 0.9968180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 152824 1252 2713 1265122 0.9825572 0.0009886 0.0174428 0.9990114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 203722 1028 926 1199095 0.9954752 0.0008566 0.0045248 0.9991434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 2 CD19 CD19 161878 365 211 1242317 0.9986982 0.0002937 0.0013018 0.9997063
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 63359 1671 3494 1336247 0.9477361 0.0012490 0.0522639 0.9987510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 593802 1593 937 808439 0.9984245 0.0019666 0.0015755 0.9980334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 183211 3037 1170 1217353 0.9936544 0.0024885 0.0063456 0.9975115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 189437 1668 2624 1211042 0.9863377 0.0013754 0.0136623 0.9986246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7665 1681 1328029 0.9916477 0.0057386 0.0083523 0.9942614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 2 CD19 CD19 174892 3320 91 1358654 0.9994799 0.0024376 0.0005201 0.9975624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 54436 35718 30261 1416542 0.6427146 0.0245948 0.3572854 0.9754052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 664528 23122 21872 827435 0.9681352 0.0271845 0.0318648 0.9728155
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 171161 10811 28195 1326790 0.8585696 0.0080824 0.1414304 0.9919176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 6 Ungated Ungated 168639 1137 21619 1345562 0.8863701 0.0008443 0.1136299 0.9991557
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 164628 18436 2183 1171397 0.9869133 0.0154946 0.0130867 0.9845054
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 128397 2573 465 1225209 0.9963915 0.0020956 0.0036085 0.9979044
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 15575 30900 56269 1253900 0.2167892 0.0240504 0.7832108 0.9759496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 574209 30896 31215 720324 0.9484411 0.0411278 0.0515589 0.9588722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 154235 12835 47317 1142257 0.7652368 0.0111117 0.2347632 0.9888883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 6 Ungated Ungated 117724 0 64427 1174493 0.6462989 0.0000000 0.3537011 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 148955 25474 5339 1228698 0.9653972 0.0203114 0.0346028 0.9796886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 35716 85394 37888 1249468 0.4852454 0.0639722 0.5147546 0.9360278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 632867 31659 28374 715566 0.9570898 0.0423688 0.0429102 0.9576312
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 85896 316 96759 1225495 0.4702636 0.0002578 0.5297364 0.9997422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 6 Ungated Ungated 96958 0 80275 1231233 0.5470652 0.0000000 0.4529348 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174277 23242 2756 1221636 0.9844323 0.0186701 0.0155677 0.9813299
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 2 CD19 CD19 172981 17182 132 1231616 0.9992375 0.0137588 0.0007625 0.9862412
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 51660 19460 13756 1337035 0.7897151 0.0143458 0.2102849 0.9856542
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 657296 7303 12667 744645 0.9810930 0.0097121 0.0189070 0.9902879
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 173380 8381 7469 1232681 0.9587004 0.0067531 0.0412996 0.9932469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 6 Ungated Ungated 85876 1102 69661 1265272 0.5521259 0.0008702 0.4478741 0.9991298
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 202449 15718 2199 1184405 0.9892547 0.0130970 0.0107453 0.9869030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 2 CD19 CD19 162007 3950 82 1238732 0.9994941 0.0031786 0.0005059 0.9968214
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 48303 15514 18550 1322404 0.7225255 0.0115956 0.2774745 0.9884044
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 572503 16187 22236 793845 0.9626122 0.0199832 0.0373878 0.9800168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 180303 11446 4078 1208944 0.9778828 0.0093790 0.0221172 0.9906210
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 6 Ungated Ungated 158874 987 33187 1211723 0.8272059 0.0008139 0.1727941 0.9991861
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 193313 1322 7950 1334372 0.9604994 0.0009897 0.0395006 0.9990103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 174466 4628 517 1357346 0.9970454 0.0033980 0.0029546 0.9966020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 10719 6047 73978 1446213 0.1265570 0.0041639 0.8734430 0.9958361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 679879 22873 6521 827684 0.9904997 0.0268918 0.0095003 0.9731082
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 195254 55592 4102 1282009 0.9794237 0.0415610 0.0205763 0.9584390
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 182830 10034 7428 1336665 0.9609583 0.0074508 0.0390417 0.9925492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 165968 5761 843 1184072 0.9949464 0.0048419 0.0050536 0.9951581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 126305 2190 2557 1225592 0.9801571 0.0017837 0.0198429 0.9982163
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 47356 11682 24488 1273118 0.6591504 0.0090925 0.3408496 0.9909075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 602657 22597 2767 728623 0.9954296 0.0300804 0.0045704 0.9699196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 189798 3181 11754 1151911 0.9416825 0.0027539 0.0583175 0.9972461
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 173242 5907 8909 1168586 0.9510900 0.0050294 0.0489100 0.9949706
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 141823 311 12471 1253861 0.9191738 0.0002480 0.0808262 0.9997520
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 156428 1889 3011 1247138 0.9811150 0.0015124 0.0188850 0.9984876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 63910 14860 9694 1320002 0.8682952 0.0111322 0.1317048 0.9888678
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 659311 18596 1930 728629 0.9970812 0.0248867 0.0029188 0.9751133
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 170049 1673 12606 1224138 0.9309846 0.0013648 0.0690154 0.9986352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 165340 14276 11893 1216957 0.9328962 0.0115949 0.0671038 0.9884051
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 167585 670 9448 1244208 0.9466314 0.0005382 0.0533686 0.9994618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 171291 3013 1822 1245785 0.9894751 0.0024127 0.0105249 0.9975873
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 59122 17139 6294 1339356 0.9037850 0.0126348 0.0962150 0.9873652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 667803 11559 2160 740389 0.9967759 0.0153721 0.0032241 0.9846279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 164678 733 16171 1240329 0.9105829 0.0005906 0.0894171 0.9994094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 146306 12012 9231 1254362 0.9406508 0.0094853 0.0593492 0.9905147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 203787 5961 861 1194162 0.9957928 0.0049670 0.0042072 0.9950330
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 160833 1500 1256 1241182 0.9922512 0.0012071 0.0077488 0.9987929
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 5147 4856 61706 1333062 0.0769898 0.0036295 0.9230102 0.9963705
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 590252 14736 4487 795296 0.9924555 0.0181919 0.0075445 0.9818081
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 182474 50927 1907 1169463 0.9896573 0.0417301 0.0103427 0.9582699
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 181127 3171 10934 1209539 0.9430702 0.0026148 0.0569298 0.9973852
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178602 2950 17289 1275889 0.9117417 0.0023068 0.0882583 0.9976932
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 2 CD19 CD19 169325 4119 3701 1297585 0.9786102 0.0031643 0.0213898 0.9968357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 19172 20631 45801 1389126 0.2950764 0.0146344 0.7049236 0.9853656
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 657943 15646 14564 786577 0.9783437 0.0195033 0.0216563 0.9804967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 167295 34146 15248 1258041 0.9164690 0.0264250 0.0835310 0.9735750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 173899 31002 11891 1257938 0.9359976 0.0240523 0.0640024 0.9759477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 135566 1982 28291 1111615 0.8273434 0.0017798 0.1726566 0.9982202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 2 CD19 CD19 115974 1691 9024 1150765 0.9278068 0.0014673 0.0721932 0.9985327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 13115 23011 42776 1198552 0.2346532 0.0188373 0.7653468 0.9811627
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 4 CD4 CD4 595828 39900 4994 636732 0.9916881 0.0589685 0.0083119 0.9410315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 116549 12365 36593 1111947 0.7610518 0.0109978 0.2389482 0.9890022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 168368 53105 10376 1045605 0.9419505 0.0483340 0.0580495 0.9516660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 105551 759 43044 1187631 0.7103267 0.0006387 0.2896733 0.9993613
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 137982 2443 15966 1180594 0.8962897 0.0020650 0.1037103 0.9979350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 13150 12176 40907 1270752 0.2432617 0.0094908 0.7567383 0.9905092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 4 CD4 CD4 650321 119789 5283 561592 0.9919418 0.1758033 0.0080582 0.8241967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 126155 20307 28833 1161690 0.8139662 0.0171802 0.1860338 0.9828198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 123868 24484 45925 1142708 0.7295236 0.0209768 0.2704764 0.9790232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129356 2121 43039 1191769 0.7503466 0.0017765 0.2496534 0.9982235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 159172 4464 11547 1191102 0.9323625 0.0037338 0.0676375 0.9962662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 17004 17851 35598 1295832 0.3232577 0.0135885 0.6767423 0.9864115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 4 CD4 CD4 653178 115751 10409 586947 0.9843140 0.1647237 0.0156860 0.8352763
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 121788 19183 36126 1189188 0.7712299 0.0158751 0.2287701 0.9841249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 104553 21864 44515 1195353 0.7013779 0.0179623 0.2986221 0.9820377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 177063 2540 24425 1102953 0.8787769 0.0022976 0.1212231 0.9977024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 151592 3615 7200 1144574 0.9546577 0.0031484 0.0453423 0.9968516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 11428 12565 29892 1253096 0.2765731 0.0099276 0.7234269 0.9900724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 4 CD4 CD4 574512 18374 8367 705728 0.9856454 0.0253749 0.0143546 0.9746251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 125876 18790 12661 1149654 0.9086093 0.0160812 0.0913907 0.9839188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 173136 37490 10829 1085526 0.9411355 0.0333833 0.0588645 0.9666167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 29123 227784 145860 1134190 0.1664333 0.1672455 0.8335667 0.8327545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 13955 240986 70742 1211274 0.1647638 0.1659386 0.8352362 0.8340614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5 CD8 CD8 33344 223750 166012 1113851 0.1672586 0.1672771 0.8327414 0.8327229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 33377 193426 168175 961666 0.1655999 0.1674551 0.8344001 0.8325449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 30323 196486 151828 978007 0.1664718 0.1672943 0.8335282 0.8327057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 3 CD3+ CD3+ 10647 224398 54769 1132097 0.1627583 0.1654249 0.8372417 0.8345751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 111009 124968 558954 626980 0.1656942 0.1661923 0.8343058 0.8338077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 26025 211522 129512 1054852 0.1673235 0.1670296 0.8326765 0.8329704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 33852 198327 170796 1001796 0.1654157 0.1652556 0.8345843 0.8347444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 26914 206254 135175 1036428 0.1660446 0.1659749 0.8339554 0.8340251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 11163 223695 55690 1114223 0.1669783 0.1671963 0.8330217 0.8328037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 99091 135520 495648 674512 0.1666126 0.1673020 0.8333874 0.8326980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5 CD8 CD8 30916 204177 153465 1016213 0.1676745 0.1673047 0.8323255 0.8326953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 31930 202932 160131 1009778 0.1662493 0.1673376 0.8337507 0.8326624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200138 2473 1125 1333221 0.9944103 0.0018515 0.0055897 0.9981485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 2 CD19 CD19 173981 2418 1002 1359556 0.9942737 0.0017754 0.0057263 0.9982246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 3 CD3+ CD3+ 15924 1146 68773 1451114 0.1880114 0.0007891 0.8119886 0.9992109
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 4 CD4 CD4 682680 27973 3720 822584 0.9945804 0.0328879 0.0054196 0.9671121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5 CD8 CD8 197690 41291 1666 1296310 0.9916431 0.0308694 0.0083569 0.9691306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 6 Ungated Ungated 184321 6922 5937 1339777 0.9687950 0.0051400 0.0312050 0.9948600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 207541 2889 3060 1257551 0.9854702 0.0022921 0.0145298 0.9977079
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 2 CD19 CD19 175058 6645 56 1289282 0.9996802 0.0051276 0.0003198 0.9948724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 3 CD3+ CD3+ 6031 856 76850 1387304 0.0727670 0.0006166 0.9272330 0.9993834
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 4 CD4 CD4 602428 36558 5145 826910 0.9915319 0.0423386 0.0084681 0.9576614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5 CD8 CD8 196378 41584 1814 1231265 0.9908473 0.0326700 0.0091527 0.9673300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 6 Ungated Ungated 188575 6498 8105 1267863 0.9587909 0.0050990 0.0412091 0.9949010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165755 4092 1056 1185741 0.9936695 0.0034391 0.0063305 0.9965609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 2 CD19 CD19 128664 3267 198 1224515 0.9984635 0.0026609 0.0015365 0.9973391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 3 CD3+ CD3+ 27227 1607 44617 1283193 0.3789739 0.0012508 0.6210261 0.9987492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 4 CD4 CD4 602303 34688 3121 716532 0.9948449 0.0461756 0.0051551 0.9538244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5 CD8 CD8 197684 15832 3868 1139260 0.9808089 0.0137063 0.0191911 0.9862937
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 6 Ungated Ungated 170540 4985 11611 1169508 0.9362562 0.0042444 0.0637438 0.9957556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 169990 2533 7043 1242345 0.9602165 0.0020347 0.0397835 0.9979653
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 2 CD19 CD19 171162 2345 1951 1246453 0.9887299 0.0018778 0.0112701 0.9981222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 3 CD3+ CD3+ 45119 6867 20297 1349628 0.6897242 0.0050623 0.3102758 0.9949377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 4 CD4 CD4 664635 8574 5328 743374 0.9920473 0.0114024 0.0079527 0.9885976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5 CD8 CD8 178073 14030 2776 1227032 0.9846502 0.0113048 0.0153498 0.9886952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 6 Ungated Ungated 149596 8987 5941 1257387 0.9618033 0.0070966 0.0381967 0.9929034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 130508 4810 23786 1249362 0.8458398 0.0038352 0.1541602 0.9961648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 2 CD19 CD19 159036 3842 403 1245185 0.9974724 0.0030760 0.0025276 0.9969240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 3 CD3+ CD3+ 38627 3869 34977 1330993 0.5247948 0.0028984 0.4752052 0.9971016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 4 CD4 CD4 659428 31978 1813 715247 0.9972582 0.0427957 0.0027418 0.9572043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5 CD8 CD8 178773 12005 3882 1213806 0.9787468 0.0097935 0.0212532 0.9902065
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 6 Ungated Ungated 162079 23511 15154 1207722 0.9144967 0.0190955 0.0855033 0.9809045
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 198960 8074 2303 1327620 0.9885573 0.0060448 0.0114427 0.9939552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 2 CD19 CD19 174910 4666 73 1357308 0.9995828 0.0034259 0.0004172 0.9965741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 3 CD3+ CD3+ 54375 29374 30322 1422886 0.6419944 0.0202264 0.3580056 0.9797736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 4 CD4 CD4 656202 18659 30198 831898 0.9560052 0.0219374 0.0439948 0.9780626
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 5 CD8 CD8 181815 16884 17541 1320717 0.9120117 0.0126226 0.0879883 0.9873774
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 6 Ungated Ungated 167082 1288 23176 1345411 0.8781865 0.0009564 0.1218135 0.9990436
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 208697 8712 1904 1251728 0.9909592 0.0069119 0.0090408 0.9930881
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 2 CD19 CD19 175051 4173 63 1291754 0.9996402 0.0032201 0.0003598 0.9967799
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 3 CD3+ CD3+ 45826 10196 37055 1377964 0.5529132 0.0073450 0.4470868 0.9926550
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 4 CD4 CD4 588131 17792 19442 845676 0.9680006 0.0206053 0.0319994 0.9793947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 5 CD8 CD8 192149 19049 6043 1253800 0.9695094 0.0149656 0.0304906 0.9850344
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 6 Ungated Ungated 175896 2290 20784 1272071 0.8943258 0.0017970 0.1056742 0.9982030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164203 26097 2608 1163736 0.9843655 0.0219333 0.0156345 0.9780667
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 2 CD19 CD19 126777 22215 2085 1205567 0.9838199 0.0180936 0.0161801 0.9819064
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 3 CD3+ CD3+ 9124 8131 62720 1276669 0.1269974 0.0063286 0.8730026 0.9936714
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 4 CD4 CD4 573702 29785 31722 721435 0.9476037 0.0396488 0.0523963 0.9603512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 5 CD8 CD8 178216 17859 23336 1137233 0.8842185 0.0154611 0.1157815 0.9845389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 6 Ungated Ungated 102357 3 79794 1174490 0.5619349 0.0000026 0.4380651 0.9999974
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 171772 25331 5261 1219547 0.9702824 0.0203482 0.0297176 0.9796518
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 2 CD19 CD19 172865 5959 248 1242839 0.9985674 0.0047718 0.0014326 0.9952282
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 3 CD3+ CD3+ 26299 17824 39117 1338671 0.4020270 0.0131397 0.5979730 0.9868603
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 4 CD4 CD4 648998 4003 20965 747945 0.9687072 0.0053235 0.0312928 0.9946765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 5 CD8 CD8 151184 16324 29665 1224738 0.8359681 0.0131533 0.1640319 0.9868467
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 6 Ungated Ungated 79303 34 76234 1266340 0.5098658 0.0000268 0.4901342 0.9999732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149389 23585 4905 1230587 0.9682100 0.0188052 0.0317900 0.9811948
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 2 CD19 CD19 159206 5077 233 1243950 0.9985386 0.0040648 0.0014614 0.9959352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 3 CD3+ CD3+ 52589 96362 21015 1238500 0.7144856 0.0721887 0.2855144 0.9278113
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 4 CD4 CD4 638598 7840 22643 739385 0.9657568 0.0104922 0.0342432 0.9895078
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 5 CD8 CD8 78003 263 104652 1225548 0.4270510 0.0002146 0.5729490 0.9997854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 6 Ungated Ungated 99560 36 77673 1231197 0.5617464 0.0000292 0.4382536 0.9999708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 181589 93898 19674 1241796 0.9022473 0.0702990 0.0977527 0.9297010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 2 CD19 CD19 139113 13680 35870 1348294 0.7950087 0.0100442 0.2049913 0.9899558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 3 CD3+ CD3+ 29 7 84668 1452253 0.0003424 0.0000048 0.9996576 0.9999952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 4 CD4 CD4 494042 55218 192358 795339 0.7197582 0.0649198 0.2802418 0.9350802
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 5 CD8 CD8 186082 278789 13274 1058812 0.9334156 0.2084246 0.0665844 0.7915754
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 6 Ungated Ungated 46216 48294 144042 1298405 0.2429123 0.0358610 0.7570877 0.9641390
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 102671 19747 107930 1240693 0.4875143 0.0156668 0.5124857 0.9843332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 2 CD19 CD19 143915 101517 31199 1194410 0.8218361 0.0783354 0.1781639 0.9216646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 3 CD3+ CD3+ 68 100 82813 1388060 0.0008205 0.0000720 0.9991795 0.9999280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 4 CD4 CD4 573064 208517 34509 654951 0.9432019 0.2414878 0.0567981 0.7585122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5 CD8 CD8 103147 14889 95045 1257960 0.5204398 0.0116974 0.4795602 0.9883026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 6 Ungated Ungated 81165 122241 115515 1152120 0.4126754 0.0959234 0.5873246 0.9040766
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 140228 23261 26583 1166572 0.8406400 0.0195498 0.1593600 0.9804502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 2 CD19 CD19 126000 231308 2862 996474 0.9777902 0.1883950 0.0222098 0.8116050
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 3 CD3+ CD3+ 25234 127938 46610 1156862 0.3512332 0.0995781 0.6487668 0.9004219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 4 CD4 CD4 551300 64052 54124 687168 0.9106015 0.0852640 0.0893985 0.9147360
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 5 CD8 CD8 21827 3750 179725 1151342 0.1082946 0.0032465 0.8917054 0.9967535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 6 Ungated Ungated 21951 19795 160200 1154698 0.1205099 0.0168541 0.8794901 0.9831459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 141708 9769 35325 1235109 0.8004609 0.0078474 0.1995391 0.9921526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 2 CD19 CD19 107641 21261 65472 1227537 0.6217962 0.0170252 0.3782038 0.9829748
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 3 CD3+ CD3+ 1713 2303 63703 1354192 0.0261863 0.0016978 0.9738137 0.9983022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 4 CD4 CD4 313730 64792 356233 687156 0.4682796 0.0861655 0.5317204 0.9138345
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 5 CD8 CD8 165860 215071 14989 1025991 0.9171187 0.1732959 0.0828813 0.8267041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 6 Ungated Ungated 92457 285606 63080 980768 0.5944373 0.2255305 0.4055627 0.7744695
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 113789 15167 40505 1239005 0.7374817 0.0120932 0.2625183 0.9879068
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 2 CD19 CD19 110149 10766 49290 1238261 0.6908536 0.0086195 0.3091464 0.9913805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 3 CD3+ CD3+ 5074 11760 68530 1323102 0.0689365 0.0088099 0.9310635 0.9911901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 4 CD4 CD4 648908 235819 12333 511406 0.9813487 0.3155930 0.0186513 0.6844070
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5 CD8 CD8 148452 55787 34203 1170024 0.8127453 0.0455103 0.1872547 0.9544897
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 6 Ungated Ungated 42798 9997 134435 1221236 0.2414787 0.0081195 0.7585213 0.9918805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178374 2469 17125 1196166 0.9124036 0.0020598 0.0875964 0.9979402
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 2 CD19 CD19 167614 4529 4366 1217625 0.9746133 0.0037058 0.0253867 0.9962942
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 3 CD3+ CD3+ 12381 23645 39226 1318882 0.2399093 0.0176123 0.7600907 0.9823877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 4 CD4 CD4 627893 24332 23080 718829 0.9645454 0.0327412 0.0354546 0.9672588
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5 CD8 CD8 120876 29967 22157 1221134 0.8450917 0.0239525 0.1549083 0.9760475
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 6 Ungated Ungated 168851 33203 12191 1179889 0.9326620 0.0273706 0.0673380 0.9726294
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 185107 3034 19757 1173765 0.9035604 0.0025782 0.0964396 0.9974218
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 2 CD19 CD19 165790 7759 6896 1201218 0.9600662 0.0064178 0.0399338 0.9935822
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 3 CD3+ CD3+ 10006 14953 51971 1304733 0.1614470 0.0113307 0.8385530 0.9886693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 4 CD4 CD4 591938 45994 10470 733261 0.9826198 0.0590230 0.0173802 0.9409770
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 5 CD8 CD8 116283 13445 32987 1218948 0.7790112 0.0109097 0.2209888 0.9890903
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 6 Ungated Ungated 176306 51048 14152 1140157 0.9256949 0.0428541 0.0743051 0.9571459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 137684 6033 25613 1126068 0.8431508 0.0053290 0.1568492 0.9946710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 2 CD19 CD19 114991 1661 9392 1169354 0.9244913 0.0014184 0.0755087 0.9985816
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 3 CD3+ CD3+ 13957 37139 47105 1197197 0.2285710 0.0300882 0.7714290 0.9699118
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 4 CD4 CD4 592891 40175 7767 654565 0.9870692 0.0578274 0.0129308 0.9421726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 5 CD8 CD8 117618 15789 51764 1110227 0.6943949 0.0140220 0.3056051 0.9859780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 6 Ungated Ungated 161851 55609 14765 1063173 0.9164006 0.0497049 0.0835994 0.9502951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 127029 2685 45291 1189697 0.7371692 0.0022518 0.2628308 0.9977482
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 2 CD19 CD19 156869 4683 14132 1189018 0.9173572 0.0039231 0.0826428 0.9960769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 3 CD3+ CD3+ 14466 16248 38199 1295789 0.2746796 0.0123838 0.7253204 0.9876162
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 4 CD4 CD4 653672 142201 9923 558906 0.9850466 0.2028235 0.0149534 0.7971765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 5 CD8 CD8 116216 18180 40584 1189722 0.7411735 0.0150509 0.2588265 0.9849491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 6 Ungated Ungated 94718 17735 53603 1198646 0.6386014 0.0145801 0.3613986 0.9854199
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 107942 1911 39966 1198819 0.7297915 0.0015915 0.2702085 0.9984085
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 2 CD19 CD19 140138 2571 13195 1192734 0.9139455 0.0021509 0.0860545 0.9978491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 3 CD3+ CD3+ 12302 14661 47016 1274659 0.2073907 0.0113711 0.7926093 0.9886289
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 4 CD4 CD4 646313 84989 9729 607607 0.9851702 0.1227108 0.0148298 0.8772892
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 5 CD8 CD8 152518 44152 13340 1138628 0.9195698 0.0373290 0.0804302 0.9626710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 6 Ungated Ungated 118027 23114 48152 1159345 0.7102402 0.0195474 0.2897598 0.9804526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 2 CD19 CD19 29256 227871 145727 1134103 0.1671934 0.1673094 0.8328066 0.8326906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 2 CD19 CD19 29414 216519 145700 1079408 0.1679706 0.1670765 0.8320294 0.8329235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 4 CD4 CD4 101300 144492 506273 718976 0.1667289 0.1673391 0.8332711 0.8326609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 5 CD8 CD8 32859 210272 165333 1062577 0.1657938 0.1651979 0.8342062 0.8348021
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 6 Ungated Ungated 33147 212930 163533 1061431 0.1685326 0.1670877 0.8314674 0.8329123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 2 CD19 CD19 21486 205317 107376 1022465 0.1667365 0.1672259 0.8332635 0.8327741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 5 CD8 CD8 33786 193023 167766 962069 0.1676292 0.1671062 0.8323708 0.8328938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29420 208301 147613 1036577 0.1661837 0.1673264 0.8338163 0.8326736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 3 CD3+ CD3+ 10990 226710 54426 1129785 0.1680017 0.1671293 0.8319983 0.8328707
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 4 CD4 CD4 111750 125797 558213 626151 0.1668003 0.1672948 0.8331997 0.8327052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 6 Ungated Ungated 25564 209481 129973 1056893 0.1643596 0.1654180 0.8356404 0.8345820
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 2 CD19 CD19 26728 208731 132711 1040296 0.1676378 0.1671149 0.8323622 0.8328851
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 4 CD4 CD4 110140 125092 551101 622133 0.1665656 0.1674087 0.8334344 0.8325913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 5 CD8 CD8 30583 205143 152072 1020668 0.1674359 0.1673529 0.8325641 0.8326471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200305 2051 958 1333643 0.9952401 0.0015355 0.0047599 0.9984645
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 2 CD19 CD19 174692 1378 291 1360596 0.9983370 0.0010118 0.0016630 0.9989882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD3+ CD3+ 72438 9350 12259 1442910 0.8552605 0.0064382 0.1447395 0.9935618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD4 CD4 684351 6418 2049 844139 0.9970149 0.0075456 0.0029851 0.9924544
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD8 CD8 190312 6757 9044 1330844 0.9546339 0.0050516 0.0453661 0.9949484
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 6 Ungated Ungated 186350 2555 3908 1344144 0.9794595 0.0018972 0.0205405 0.9981028
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209139 1827 1462 1258613 0.9930580 0.0014495 0.0069420 0.9985505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 2 CD19 CD19 174854 1521 260 1294406 0.9985153 0.0011737 0.0014847 0.9988263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD3+ CD3+ 65960 6329 16921 1381831 0.7958398 0.0045593 0.2041602 0.9954407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD4 CD4 604528 7742 3045 855726 0.9949883 0.0089662 0.0050117 0.9910338
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD8 CD8 193820 10545 4372 1262304 0.9779406 0.0082846 0.0220594 0.9917154
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 6 Ungated Ungated 192634 2142 4046 1272219 0.9794285 0.0016808 0.0205715 0.9983192
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166301 2127 510 1187706 0.9969426 0.0017876 0.0030574 0.9982124
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 2 CD19 CD19 128438 703 424 1227079 0.9967097 0.0005726 0.0032903 0.9994274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 3 CD3+ CD3+ 49669 4552 22175 1280248 0.6913451 0.0035430 0.3086549 0.9964570
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 4 CD4 CD4 603741 15382 1683 735838 0.9972201 0.0204760 0.0027799 0.9795240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5 CD8 CD8 197367 7850 4185 1147242 0.9792361 0.0067960 0.0207639 0.9932040
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 6 Ungated Ungated 178119 2395 4032 1172098 0.9778645 0.0020392 0.0221355 0.9979608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176206 1633 827 1243245 0.9953286 0.0013118 0.0046714 0.9986882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 2 CD19 CD19 172562 1041 551 1247757 0.9968171 0.0008336 0.0031829 0.9991664
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 3 CD3+ CD3+ 55903 4627 9513 1351868 0.8545769 0.0034110 0.1454231 0.9965890
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 4 CD4 CD4 666454 2716 3509 749232 0.9947624 0.0036120 0.0052376 0.9963880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5 CD8 CD8 178469 7677 2380 1233385 0.9868398 0.0061858 0.0131602 0.9938142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 6 Ungated Ungated 152209 2414 3328 1263960 0.9786032 0.0019062 0.0213968 0.9980938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 152576 979 1718 1253193 0.9888654 0.0007806 0.0111346 0.9992194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 2 CD19 CD19 159030 1093 409 1247934 0.9974348 0.0008751 0.0025652 0.9991249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 3 CD3+ CD3+ 60773 4101 12831 1330761 0.8256752 0.0030722 0.1743248 0.9969278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 4 CD4 CD4 658924 4687 2317 742538 0.9964960 0.0062725 0.0035040 0.9937275
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 5 CD8 CD8 179917 9246 2738 1216565 0.9850100 0.0075428 0.0149900 0.9924572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 6 Ungated Ungated 174229 2911 3004 1228322 0.9830506 0.0023643 0.0169494 0.9976357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199915 8163 1348 1327531 0.9933023 0.0061114 0.0066977 0.9938886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 2 CD19 CD19 174888 7078 95 1354896 0.9994571 0.0051969 0.0005429 0.9948031
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD3+ CD3+ 57751 27329 26946 1424931 0.6818541 0.0188183 0.3181459 0.9811817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD4 CD4 660084 16623 26316 833934 0.9616608 0.0195437 0.0383392 0.9804563
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD8 CD8 180979 7207 18377 1330394 0.9078182 0.0053880 0.0921818 0.9946120
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 6 Ungated Ungated 172676 1327 17582 1345372 0.9075886 0.0009854 0.0924114 0.9990146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209528 24821 1073 1235619 0.9949051 0.0196923 0.0050949 0.9803077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD19 CD19 173578 20407 1536 1275520 0.9912286 0.0157470 0.0087714 0.9842530
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD3+ CD3+ 42979 84608 39902 1303552 0.5185628 0.0609497 0.4814372 0.9390503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD4 CD4 546136 21098 61437 842370 0.8988813 0.0244340 0.1011187 0.9755660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD8 CD8 99945 530 98247 1272319 0.5042837 0.0004164 0.4957163 0.9995836
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 6 Ungated Ungated 128213 0 68467 1274361 0.6518863 0.0000000 0.3481137 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164279 16382 2532 1173451 0.9848211 0.0137683 0.0151789 0.9862317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 2 CD19 CD19 128517 3099 345 1224683 0.9973227 0.0025241 0.0026773 0.9974759
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 3 CD3+ CD3+ 18580 20529 53264 1264271 0.2586159 0.0159784 0.7413841 0.9840216
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 4 CD4 CD4 573000 26930 32424 724290 0.9464441 0.0358484 0.0535559 0.9641516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5 CD8 CD8 161294 11980 40258 1143112 0.8002600 0.0103715 0.1997400 0.9896285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 6 Ungated Ungated 118414 0 63737 1174493 0.6500870 0.0000000 0.3499130 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 176837 24286 196 1220592 0.9988929 0.0195087 0.0011071 0.9804913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 2 CD19 CD19 172064 26268 1049 1222530 0.9939404 0.0210346 0.0060596 0.9789654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 3 CD3+ CD3+ 51100 15920 14316 1340575 0.7811545 0.0117361 0.2188455 0.9882639
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 4 CD4 CD4 657977 6362 11986 745586 0.9821095 0.0084607 0.0178905 0.9915393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5 CD8 CD8 173972 8977 6877 1232085 0.9619738 0.0072333 0.0380262 0.9927667
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 6 Ungated Ungated 84075 972 71462 1265402 0.5405466 0.0007675 0.4594534 0.9992325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149099 23833 5195 1230339 0.9663305 0.0190030 0.0336695 0.9809970
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 3 CD3+ CD3+ 51725 73437 21879 1261425 0.7027471 0.0550147 0.2972529 0.9449853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 4 CD4 CD4 640716 4839 20525 742386 0.9689599 0.0064760 0.0310401 0.9935240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5 CD8 CD8 100140 298 82515 1225513 0.5482467 0.0002431 0.4517533 0.9997569
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 6 Ungated Ungated 99011 0 78222 1231233 0.5586488 0.0000000 0.4413512 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0 0 201263 1335694 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD19 CD19 1 4 174982 1361970 0.0000057 0.0000029 0.9999943 0.9999971
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD3+ CD3+ 0 3 84697 1452257 0.0000000 0.0000021 1.0000000 0.9999979
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 4 CD4 CD4 686400 850537 0 20 1.0000000 0.9999765 0.0000000 0.0000235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD8 CD8 0 11 199356 1337590 0.0000000 0.0000082 1.0000000 0.9999918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 6 Ungated Ungated 1 0 190257 1346699 0.0000053 0.0000000 0.9999947 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 200985 11834 9616 1248606 0.9543402 0.0093888 0.0456598 0.9906112
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD19 CD19 162631 5820 12483 1290107 0.9287150 0.0044910 0.0712850 0.9955090
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 3 CD3+ CD3+ 4470 3090 78411 1385070 0.0539327 0.0022260 0.9460673 0.9977740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 4 CD4 CD4 593177 47709 14396 815759 0.9763057 0.0552528 0.0236943 0.9447472
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD8 CD8 185128 44150 13064 1228699 0.9340841 0.0346860 0.0659159 0.9653140
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 Ungated Ungated 169123 42924 27557 1231437 0.8598892 0.0336828 0.1401108 0.9663172
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 150518 5512 16293 1184321 0.9023266 0.0046326 0.0976734 0.9953674
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 2 CD19 CD19 123799 6794 5063 1220988 0.9607099 0.0055336 0.0392901 0.9944664
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 3 CD3+ CD3+ 22227 34447 49617 1250353 0.3093787 0.0268112 0.6906213 0.9731888
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 4 CD4 CD4 599135 50988 6289 700232 0.9896122 0.0678736 0.0103878 0.9321264
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5 CD8 CD8 170241 27409 31311 1127683 0.8446505 0.0237288 0.1553495 0.9762712
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 6 Ungated Ungated 141818 23756 40333 1150737 0.7785738 0.0202266 0.2214262 0.9797734
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 144295 1397 32738 1243481 0.8150740 0.0011222 0.1849260 0.9988778
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 2 CD19 CD19 170873 23603 2240 1225195 0.9870605 0.0189006 0.0129395 0.9810994
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 3 CD3+ CD3+ 2834 2419 62582 1354076 0.0433227 0.0017833 0.9566773 0.9982167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 4 CD4 CD4 648087 50619 21876 701329 0.9673475 0.0673172 0.0326525 0.9326828
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5 CD8 CD8 177717 59784 3132 1181278 0.9826817 0.0481716 0.0173183 0.9518284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 6 Ungated Ungated 113394 26889 42143 1239485 0.7290484 0.0212331 0.2709516 0.9787669
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 120561 1172 33733 1253000 0.7813719 0.0009345 0.2186281 0.9990655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 2 CD19 CD19 154089 9566 5350 1239461 0.9664448 0.0076588 0.0335552 0.9923412
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 3 CD3+ CD3+ 2412 737 71192 1334125 0.0327700 0.0005521 0.9672300 0.9994479
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 4 CD4 CD4 656685 86838 4556 660387 0.9931099 0.1162140 0.0068901 0.8837860
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5 CD8 CD8 164601 37337 18054 1188474 0.9011579 0.0304590 0.0988421 0.9695410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 6 Ungated Ungated 139583 34885 37650 1196348 0.7875678 0.0283334 0.2124322 0.9716666
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 176354 1974 19004 1290146 0.9027222 0.0015277 0.0972778 0.9984723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 2 CD19 CD19 169224 3890 3947 1310417 0.9772075 0.0029597 0.0227925 0.9970403
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 3 CD3+ CD3+ 21705 24834 48805 1392134 0.3078287 0.0175262 0.6921713 0.9824738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 4 CD4 CD4 657081 14448 15567 800382 0.9768571 0.0177313 0.0231429 0.9822687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 5 CD8 CD8 170310 37854 19116 1260198 0.8990846 0.0291622 0.1009154 0.9708378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 6 Ungated Ungated 175159 34645 11206 1266468 0.9398707 0.0266272 0.0601293 0.9733728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 186367 1363 19548 1171215 0.9050676 0.0011624 0.0949324 0.9988376
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 2 CD19 CD19 166586 4955 4830 1202122 0.9718229 0.0041050 0.0281771 0.9958950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 3 CD3+ CD3+ 9216 12613 48811 1307853 0.1588226 0.0095519 0.8411774 0.9904481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 4 CD4 CD4 585849 35204 13152 744288 0.9780434 0.0451627 0.0219566 0.9548373
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 5 CD8 CD8 129710 18155 24393 1206235 0.8417098 0.0148278 0.1582902 0.9851722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 6 Ungated Ungated 175306 53169 14725 1135293 0.9225126 0.0447377 0.0774874 0.9552623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136519 2338 27395 1119854 0.8328697 0.0020834 0.1671303 0.9979166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 2 CD19 CD19 116000 1612 9053 1159441 0.9276067 0.0013884 0.0723933 0.9986116
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 3 CD3+ CD3+ 14972 29131 43230 1198773 0.2572420 0.0237242 0.7427580 0.9762758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 4 CD4 CD4 595140 36873 5881 648212 0.9902150 0.0538225 0.0097850 0.9461775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 5 CD8 CD8 118419 12851 40539 1114297 0.7449704 0.0114013 0.2550296 0.9885987
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 6 Ungated Ungated 168332 53919 10626 1053229 0.9406229 0.0487008 0.0593771 0.9512992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 128833 1715 43388 1194103 0.7480679 0.0014342 0.2519321 0.9985658
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 2 CD19 CD19 159229 4460 11478 1192872 0.9327620 0.0037249 0.0672380 0.9962751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 3 CD3+ CD3+ 18283 20351 35278 1294127 0.3413491 0.0154822 0.6586509 0.9845178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 4 CD4 CD4 653147 119917 10777 584198 0.9837677 0.1703088 0.0162323 0.8296912
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5 CD8 CD8 119887 19231 38892 1190029 0.7550558 0.0159031 0.2449442 0.9840969
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 6 Ungated Ungated 102079 20907 46768 1198285 0.6857982 0.0171482 0.3142018 0.9828518
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105744 1616 43463 1193056 0.7087067 0.0013527 0.2912933 0.9986473
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 2 CD19 CD19 138059 2232 15678 1187910 0.8980206 0.0018754 0.1019794 0.9981246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 3 CD3+ CD3+ 14462 13640 41510 1274267 0.2583792 0.0105908 0.7416208 0.9894092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 4 CD4 CD4 649341 109926 6426 578186 0.9902008 0.1597502 0.0097992 0.8402498
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5 CD8 CD8 137769 21841 21323 1162946 0.8659706 0.0184345 0.1340294 0.9815655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 6 Ungated Ungated 124727 24522 45377 1149253 0.7332397 0.0208916 0.2667603 0.9791084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 4 CD4 CD4 113419 140602 572981 709955 0.1652375 0.1653058 0.8347625 0.8346942
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 6 Ungated Ungated 31674 225453 158584 1121246 0.1664792 0.1674116 0.8335208 0.8325884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 2 CD19 CD19 29227 216565 145887 1079362 0.1669027 0.1671120 0.8330973 0.8328880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 4 CD4 CD4 100434 142697 507139 720771 0.1653036 0.1652603 0.8346964 0.8347397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5 CD8 CD8 33311 212622 164881 1060227 0.1680744 0.1670442 0.8319256 0.8329558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 6 Ungated Ungated 33147 212930 163533 1061431 0.1685326 0.1670877 0.8314674 0.8329123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 4 CD4 CD4 100107 124010 505317 627210 0.1653502 0.1650781 0.8346498 0.8349219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 6 Ungated Ungated 30682 196537 151469 977956 0.1684427 0.1673377 0.8315573 0.8326623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 3 CD3+ CD3+ 11017 226530 54399 1129965 0.1684145 0.1669966 0.8315855 0.8330034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 2 CD19 CD19 26585 208647 132854 1040380 0.1667409 0.1670476 0.8332591 0.8329524
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 4 CD4 CD4 109298 123504 551943 623721 0.1652922 0.1652835 0.8347078 0.8347165
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 5 CD8 CD8 30631 204828 152024 1020983 0.1676987 0.1670959 0.8323013 0.8329041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200806 1825 457 1333869 0.9977293 0.0013663 0.0022707 0.9986337
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 2 CD19 CD19 174790 449 193 1361525 0.9988970 0.0003297 0.0011030 0.9996703
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD3+ CD3+ 78426 8581 6271 1443679 0.9259596 0.0059087 0.0740404 0.9940913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD4 CD4 684702 2864 1698 847693 0.9975262 0.0033672 0.0024738 0.9966328
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD8 CD8 191925 4630 7431 1332971 0.9627250 0.0034614 0.0372750 0.9965386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 6 Ungated Ungated 186611 1348 3647 1345351 0.9808313 0.0010010 0.0191687 0.9989990
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209988 1673 613 1258767 0.9970893 0.0013273 0.0029107 0.9986727
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 2 CD19 CD19 174919 436 195 1295491 0.9988864 0.0003364 0.0011136 0.9996636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD3+ CD3+ 73341 3582 9540 1384578 0.8848952 0.0025804 0.1151048 0.9974196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD4 CD4 605641 3237 1932 860231 0.9968201 0.0037488 0.0031799 0.9962512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD8 CD8 195371 7145 2821 1265704 0.9857663 0.0056134 0.0142337 0.9943866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 6 Ungated Ungated 193522 2186 3158 1272175 0.9839435 0.0017154 0.0160565 0.9982846
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166472 1830 339 1188003 0.9979678 0.0015380 0.0020322 0.9984620
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 2 CD19 CD19 128612 382 250 1227400 0.9980599 0.0003111 0.0019401 0.9996889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 3 CD3+ CD3+ 66400 4065 5444 1280735 0.9242247 0.0031639 0.0757753 0.9968361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 4 CD4 CD4 604489 2590 935 748630 0.9984556 0.0034477 0.0015444 0.9965523
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5 CD8 CD8 197882 3984 3670 1151108 0.9817913 0.0034491 0.0182087 0.9965509
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 6 Ungated Ungated 178672 1266 3479 1173227 0.9809005 0.0010779 0.0190995 0.9989221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176647 1512 386 1243366 0.9978196 0.0012146 0.0021804 0.9987854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 2 CD19 CD19 172764 497 349 1248301 0.9979840 0.0003980 0.0020160 0.9996020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 3 CD3+ CD3+ 58833 3283 6583 1353212 0.8993671 0.0024202 0.1006329 0.9975798
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 4 CD4 CD4 668084 2218 1879 749730 0.9971954 0.0029497 0.0028046 0.9970503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5 CD8 CD8 178913 5426 1936 1235636 0.9892949 0.0043721 0.0107051 0.9956279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 6 Ungated Ungated 152416 1318 3121 1265056 0.9799340 0.0010408 0.0200660 0.9989592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153685 750 609 1253422 0.9960530 0.0005980 0.0039470 0.9994020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 2 CD19 CD19 159001 439 438 1248588 0.9972529 0.0003515 0.0027471 0.9996485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 3 CD3+ CD3+ 65293 3430 8311 1331432 0.8870849 0.0025696 0.1129151 0.9974304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 4 CD4 CD4 659326 2582 1915 744643 0.9971039 0.0034555 0.0028961 0.9965445
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5 CD8 CD8 180344 6671 2311 1219140 0.9873477 0.0054421 0.0126523 0.9945579
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 6 Ungated Ungated 175075 1870 2158 1229363 0.9878239 0.0015188 0.0121761 0.9984812
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7426 1681 1328268 0.9916477 0.0055597 0.0083523 0.9944403
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 2 CD19 CD19 174892 3324 91 1358650 0.9994799 0.0024406 0.0005201 0.9975594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD3+ CD3+ 53814 32090 30883 1420170 0.6353708 0.0220966 0.3646292 0.9779034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD4 CD4 664382 22961 22018 827596 0.9679225 0.0269953 0.0320775 0.9730047
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD8 CD8 174864 11292 24492 1326309 0.8771444 0.0084420 0.1228556 0.9915580
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 6 Ungated Ungated 169256 1263 21002 1345436 0.8896131 0.0009378 0.1103869 0.9990622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 210352 19634 249 1240806 0.9988177 0.0155771 0.0011823 0.9844229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD19 CD19 173591 20399 1523 1275528 0.9913028 0.0157409 0.0086972 0.9842591
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD3+ CD3+ 45843 99999 37038 1288161 0.5531183 0.0720371 0.4468817 0.9279629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD4 CD4 551722 18036 55851 845432 0.9080752 0.0208879 0.0919248 0.9791121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD8 CD8 84224 410 113968 1272439 0.4249617 0.0003221 0.5750383 0.9996779
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 6 Ungated Ungated 127992 0 68688 1274361 0.6507627 0.0000000 0.3492373 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164624 17888 2187 1171945 0.9868894 0.0150340 0.0131106 0.9849660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 2 CD19 CD19 128434 2574 428 1225208 0.9966786 0.0020965 0.0033214 0.9979035
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 3 CD3+ CD3+ 15915 33773 55929 1251027 0.2215216 0.0262866 0.7784784 0.9737134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 4 CD4 CD4 574351 30127 31073 721093 0.9486756 0.0401041 0.0513244 0.9598959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5 CD8 CD8 151509 12860 50043 1142232 0.7517117 0.0111333 0.2482883 0.9888667
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 6 Ungated Ungated 119035 0 63116 1174493 0.6534963 0.0000000 0.3465037 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173742 23267 3291 1221611 0.9814102 0.0186902 0.0185898 0.9813098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 2 CD19 CD19 172977 18473 136 1230325 0.9992144 0.0147926 0.0007856 0.9852074
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 3 CD3+ CD3+ 51710 18905 13706 1337590 0.7904794 0.0139367 0.2095206 0.9860633
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 4 CD4 CD4 657567 6969 12396 744979 0.9814975 0.0092679 0.0185025 0.9907321
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5 CD8 CD8 173345 8324 7504 1232738 0.9585068 0.0067072 0.0414932 0.9932928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 6 Ungated Ungated 85911 1101 69626 1265273 0.5523509 0.0008694 0.4476491 0.9991306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 25474 5339 1228698 0.9653972 0.0203114 0.0346028 0.9796886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 3 CD3+ CD3+ 35716 81398 37888 1253464 0.4852454 0.0609786 0.5147546 0.9390214
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 4 CD4 CD4 632867 31659 28374 715566 0.9570898 0.0423688 0.0429102 0.9576312
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5 CD8 CD8 87834 831 94821 1224980 0.4808738 0.0006779 0.5191262 0.9993221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 6 Ungated Ungated 96958 0 80275 1231233 0.5470652 0.0000000 0.4529348 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 188917 936 12346 1334758 0.9386574 0.0007008 0.0613426 0.9992992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD19 CD19 170491 3424 4492 1358550 0.9743289 0.0025140 0.0256711 0.9974860
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD3+ CD3+ 14492 7952 70205 1444308 0.1711041 0.0054756 0.8288959 0.9945244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 4 CD4 CD4 671280 14949 15120 835608 0.9779720 0.0175755 0.0220280 0.9824245
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD8 CD8 197200 57512 2156 1280089 0.9891852 0.0429964 0.0108148 0.9570036
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 Ungated Ungated 184597 25207 5661 1321492 0.9702457 0.0187176 0.0297543 0.9812824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 189696 183 20905 1260257 0.9007365 0.0001452 0.0992635 0.9998548
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 2 CD19 CD19 174275 6102 839 1289825 0.9952088 0.0047086 0.0047912 0.9952914
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD3+ CD3+ 926 238 81955 1387922 0.0111726 0.0001714 0.9888274 0.9998286
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD4 CD4 601785 34922 5788 828546 0.9904736 0.0404439 0.0095264 0.9595561
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD8 CD8 195599 53715 2593 1219134 0.9869167 0.0422006 0.0130833 0.9577994
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 Ungated Ungated 186529 27071 10151 1247290 0.9483882 0.0212428 0.0516118 0.9787572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 157909 864 8902 1188969 0.9466342 0.0007262 0.0533658 0.9992738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 2 CD19 CD19 127337 7209 1525 1220573 0.9881656 0.0058716 0.0118344 0.9941284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 3 CD3+ CD3+ 10556 9497 61288 1275303 0.1469295 0.0073918 0.8530705 0.9926082
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 4 CD4 CD4 589624 14478 15800 736742 0.9739026 0.0192726 0.0260974 0.9807274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5 CD8 CD8 198285 51162 3267 1103930 0.9837908 0.0442926 0.0162092 0.9557074
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 6 Ungated Ungated 171593 18130 10558 1156363 0.9420371 0.0154364 0.0579629 0.9845636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 161925 277 15108 1244601 0.9146600 0.0002225 0.0853400 0.9997775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 2 CD19 CD19 170615 3484 2498 1245314 0.9855701 0.0027899 0.0144299 0.9972101
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 3 CD3+ CD3+ 41023 29032 24393 1327463 0.6271096 0.0214022 0.3728904 0.9785978
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 4 CD4 CD4 665460 16228 4503 735720 0.9932787 0.0215813 0.0067213 0.9784187
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5 CD8 CD8 157282 14603 23567 1226459 0.8696869 0.0117665 0.1303131 0.9882335
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 6 Ungated Ungated 144258 17724 11279 1248650 0.9274835 0.0139959 0.0725165 0.9860041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 140781 2483 13513 1251689 0.9124204 0.0019798 0.0875796 0.9980202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 2 CD19 CD19 154675 2339 4764 1246688 0.9701202 0.0018727 0.0298798 0.9981273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 3 CD3+ CD3+ 26417 9532 47187 1325330 0.3589071 0.0071408 0.6410929 0.9928592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 4 CD4 CD4 658986 41751 2255 705474 0.9965897 0.0558747 0.0034103 0.9441253
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5 CD8 CD8 176881 32898 5774 1192913 0.9683885 0.0268377 0.0316115 0.9731623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 6 Ungated Ungated 147454 14269 29779 1216964 0.8319782 0.0115892 0.1680218 0.9884108
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178565 2944 17366 1274989 0.9113668 0.0023037 0.0886332 0.9976963
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 2 CD19 CD19 169361 4085 3693 1296725 0.9786598 0.0031404 0.0213402 0.9968596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 3 CD3+ CD3+ 20163 21278 44701 1387722 0.3108504 0.0151015 0.6891496 0.9848985
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 4 CD4 CD4 657358 15483 15637 785386 0.9767651 0.0193327 0.0232349 0.9806673
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5 CD8 CD8 166582 33205 14641 1259436 0.9192100 0.0256877 0.0807900 0.9743123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 6 Ungated Ungated 173989 30851 11808 1257216 0.9364468 0.0239514 0.0635532 0.9760486
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 186357 1490 20112 1186445 0.9025907 0.0012543 0.0974093 0.9987457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 2 CD19 CD19 166654 4226 5536 1217988 0.9678495 0.0034577 0.0321505 0.9965423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 3 CD3+ CD3+ 13511 20773 51411 1308709 0.2081113 0.0156249 0.7918887 0.9843751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 4 CD4 CD4 592352 42168 9781 750103 0.9837561 0.0532242 0.0162439 0.9467758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5 CD8 CD8 122343 17755 34662 1219644 0.7792300 0.0143486 0.2207700 0.9856514
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 6 Ungated Ungated 178841 47934 12844 1154785 0.9329942 0.0398547 0.0670058 0.9601453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136211 1997 27482 1100665 0.8321126 0.0018111 0.1678874 0.9981889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 2 CD19 CD19 115986 1693 8931 1139745 0.9285045 0.0014832 0.0714955 0.9985168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 3 CD3+ CD3+ 13726 19088 38342 1195199 0.2636168 0.0157195 0.7363832 0.9842805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 4 CD4 CD4 593521 38145 5781 628908 0.9903538 0.0571844 0.0096462 0.9428156
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5 CD8 CD8 114658 11589 33351 1106757 0.7746691 0.0103626 0.2253309 0.9896374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 6 Ungated Ungated 167872 51869 10494 1036120 0.9411659 0.0476742 0.0588341 0.9523258
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129970 1979 42212 1190988 0.7548408 0.0016589 0.2451592 0.9983411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 2 CD19 CD19 159548 4489 11111 1190001 0.9348936 0.0037581 0.0651064 0.9962419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 3 CD3+ CD3+ 17301 18163 35148 1294537 0.3298633 0.0138364 0.6701367 0.9861636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 4 CD4 CD4 653179 109728 10314 591928 0.9844550 0.1563843 0.0155450 0.8436157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5 CD8 CD8 123429 19205 34012 1188503 0.7839699 0.0159020 0.2160301 0.9840980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 6 Ungated Ungated 105759 22399 43166 1193825 0.7101494 0.0184168 0.2898506 0.9815832
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105159 824 43521 1184582 0.7072841 0.0006951 0.2927159 0.9993049
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 2 CD19 CD19 137728 2458 16347 1177553 0.8939023 0.0020830 0.1060977 0.9979170
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 3 CD3+ CD3+ 12480 10968 40338 1270300 0.2362831 0.0085603 0.7637169 0.9914397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 4 CD4 CD4 650125 128180 5183 550598 0.9920907 0.1888394 0.0079093 0.8111606
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5 CD8 CD8 121718 19366 31776 1161226 0.7929821 0.0164036 0.2070179 0.9835964
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 6 Ungated Ungated 121602 23478 48109 1140897 0.7165240 0.0201636 0.2834760 0.9798364
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33276 220745 167987 1114949 0.1653359 0.1652661 0.8346641 0.8347339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 3 CD3+ CD3+ 14225 242869 70472 1209391 0.1679516 0.1672352 0.8320484 0.8327648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5 CD8 CD8 33261 223606 166095 1113995 0.1668422 0.1671694 0.8331578 0.8328306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 6 Ungated Ungated 31910 224997 158348 1121702 0.1677196 0.1670730 0.8322804 0.8329270
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 2 CD19 CD19 29332 216745 145782 1079182 0.1675023 0.1672509 0.8324977 0.8327491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 6 Ungated Ungated 32394 210737 164286 1063624 0.1647041 0.1653668 0.8352959 0.8346332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 2 CD19 CD19 21450 205191 107412 1022591 0.1664571 0.1671233 0.8335429 0.8328767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 4 CD4 CD4 101375 125434 504049 625786 0.1674446 0.1669737 0.8325554 0.8330263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 5 CD8 CD8 33310 190807 168242 964285 0.1652675 0.1651877 0.8347325 0.8348123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 6 Ungated Ungated 25785 211915 129752 1054459 0.1657805 0.1673400 0.8342195 0.8326600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25916 209316 128378 1044856 0.1679651 0.1668958 0.8320349 0.8331042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 5 CD8 CD8 30159 202643 152496 1023168 0.1651146 0.1653134 0.8348854 0.8346866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200079 2251 1184 1333443 0.9941172 0.0016853 0.0058828 0.9983147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 2 CD19 CD19 174851 1942 132 1360032 0.9992456 0.0014259 0.0007544 0.9985741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 3 CD3+ CD3+ 68440 12367 16257 1439893 0.8080570 0.0085157 0.1919430 0.9914843
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 4 CD4 CD4 682943 8349 3457 842208 0.9949636 0.0098159 0.0050364 0.9901841
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5 CD8 CD8 188812 9386 10544 1328215 0.9471097 0.0070170 0.0528903 0.9929830
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 6 Ungated Ungated 185352 2185 4906 1344514 0.9742140 0.0016225 0.0257860 0.9983775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 208890 1879 1711 1258561 0.9918756 0.0014907 0.0081244 0.9985093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 2 CD19 CD19 174856 2210 258 1293717 0.9985267 0.0017053 0.0014733 0.9982947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 3 CD3+ CD3+ 60561 4746 22320 1383414 0.7306982 0.0034189 0.2693018 0.9965811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 4 CD4 CD4 605527 11411 2046 852057 0.9966325 0.0132153 0.0033675 0.9867847
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5 CD8 CD8 193763 12176 4429 1260673 0.9776530 0.0095659 0.0223470 0.9904341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 6 Ungated Ungated 191943 3079 4737 1271282 0.9759152 0.0024161 0.0240848 0.9975839
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165383 2334 1428 1187499 0.9914394 0.0019616 0.0085606 0.9980384
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 2 CD19 CD19 128616 2304 246 1225478 0.9980910 0.0018766 0.0019090 0.9981234
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 3 CD3+ CD3+ 44627 5094 27217 1279706 0.6211653 0.0039648 0.3788347 0.9960352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 4 CD4 CD4 603708 20017 1716 731203 0.9971656 0.0266460 0.0028344 0.9733540
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5 CD8 CD8 195584 8024 5968 1147068 0.9703898 0.0069466 0.0296102 0.9930534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 6 Ungated Ungated 177967 2986 4184 1171507 0.9770300 0.0025424 0.0229700 0.9974576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 175387 1615 1646 1243263 0.9907023 0.0012973 0.0092977 0.9987027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 2 CD19 CD19 171713 1533 1400 1247265 0.9919128 0.0012276 0.0080872 0.9987724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 3 CD3+ CD3+ 52186 4104 13230 1352391 0.7977559 0.0030254 0.2022441 0.9969746
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 4 CD4 CD4 666636 4139 3327 747809 0.9950341 0.0055044 0.0049659 0.9944956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5 CD8 CD8 179017 10400 1832 1230662 0.9898700 0.0083799 0.0101300 0.9916201
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 6 Ungated Ungated 152040 3141 3497 1263233 0.9775166 0.0024803 0.0224834 0.9975197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 152873 1751 1421 1252421 0.9907903 0.0013961 0.0092097 0.9986039
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 2 CD19 CD19 159110 1749 329 1247278 0.9979365 0.0014003 0.0020635 0.9985997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 3 CD3+ CD3+ 59029 4776 14575 1330086 0.8019809 0.0035779 0.1980191 0.9964221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 4 CD4 CD4 656950 4245 4291 742980 0.9935107 0.0056810 0.0064893 0.9943190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5 CD8 CD8 180692 11054 1963 1214757 0.9892530 0.0090177 0.0107470 0.9909823
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 6 Ungated Ungated 173506 2731 3727 1228502 0.9789712 0.0022181 0.0210288 0.9977819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199841 8245 1422 1327449 0.9929346 0.0061728 0.0070654 0.9938272
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 2 CD19 CD19 174889 3813 94 1358161 0.9994628 0.0027996 0.0005372 0.9972004
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 3 CD3+ CD3+ 55930 48380 28767 1403880 0.6603540 0.0333136 0.3396460 0.9666864
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 4 CD4 CD4 661845 22198 24555 828359 0.9642264 0.0260982 0.0357736 0.9739018
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5 CD8 CD8 159602 7674 39754 1329927 0.8005879 0.0057371 0.1994121 0.9942629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 6 Ungated Ungated 169106 1087 21152 1345612 0.8888246 0.0008072 0.1111754 0.9991928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209454 19359 1147 1241081 0.9945537 0.0153589 0.0054463 0.9846411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 2 CD19 CD19 174467 2487 647 1293440 0.9963053 0.0019191 0.0036947 0.9980809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 3 CD3+ CD3+ 42722 82829 40159 1305331 0.5154619 0.0596682 0.4845381 0.9403318
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 4 CD4 CD4 555135 21140 52438 842328 0.9136927 0.0244827 0.0863073 0.9755173
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5 CD8 CD8 100408 554 97784 1272295 0.5066198 0.0004352 0.4933802 0.9995648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 6 Ungated Ungated 129066 0 67614 1274361 0.6562233 0.0000000 0.3437767 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164604 17217 2207 1172616 0.9867695 0.0144701 0.0132305 0.9855299
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 2 CD19 CD19 128498 4078 364 1223704 0.9971753 0.0033214 0.0028247 0.9966786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 3 CD3+ CD3+ 34441 41461 37403 1243339 0.4793859 0.0322704 0.5206141 0.9677296
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 4 CD4 CD4 583039 4829 22385 746391 0.9630259 0.0064282 0.0369741 0.9935718
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5 CD8 CD8 149814 10073 51738 1145019 0.7433020 0.0087205 0.2566980 0.9912795
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 6 Ungated Ungated 105812 26 76339 1174467 0.5809027 0.0000221 0.4190973 0.9999779
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174394 18528 2639 1226350 0.9850932 0.0148834 0.0149068 0.9851166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 2 CD19 CD19 172645 4630 468 1244168 0.9972966 0.0037076 0.0027034 0.9962924
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 3 CD3+ CD3+ 28326 12408 37090 1344087 0.4330133 0.0091471 0.5669867 0.9908529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 4 CD4 CD4 647677 3836 22286 748112 0.9667355 0.0051014 0.0332645 0.9948986
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5 CD8 CD8 159006 7896 21843 1233166 0.8792197 0.0063623 0.1207803 0.9936377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 6 Ungated Ungated 79459 29 76078 1266345 0.5108688 0.0000229 0.4891312 0.9999771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 5339 1227819 0.9653972 0.0210123 0.0346028 0.9789877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 3 CD3+ CD3+ 35597 77819 38007 1257043 0.4836286 0.0582974 0.5163714 0.9417026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 4 CD4 CD4 632688 31156 28553 716069 0.9568191 0.0416956 0.0431809 0.9583044
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5 CD8 CD8 93331 383 89324 1225428 0.5109688 0.0003124 0.4890312 0.9996876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 6 Ungated Ungated 97491 0 79742 1231233 0.5500725 0.0000000 0.4499275 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 170303 1433 30960 1334261 0.8461714 0.0010729 0.1538286 0.9989271
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 2 CD19 CD19 100601 2773 74382 1359201 0.5749187 0.0020360 0.4250813 0.9979640
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 3 CD3+ CD3+ 1 10 84696 1452250 0.0000118 0.0000069 0.9999882 0.9999931
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 4 CD4 CD4 619813 29460 66587 821097 0.9029910 0.0346361 0.0970090 0.9653639
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5 CD8 CD8 184485 49751 14871 1287850 0.9254048 0.0371942 0.0745952 0.9628058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 6 Ungated Ungated 181017 197310 9241 1149389 0.9514291 0.1465138 0.0485709 0.8534862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 184095 2517 26506 1257923 0.8741411 0.0019969 0.1258589 0.9980031
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 2 CD19 CD19 128007 5323 47107 1290604 0.7309924 0.0041075 0.2690076 0.9958925
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 3 CD3+ CD3+ 4263 8130 78618 1380030 0.0514352 0.0058567 0.9485648 0.9941433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 4 CD4 CD4 585158 47658 22415 815810 0.9631073 0.0551937 0.0368927 0.9448063
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5 CD8 CD8 174543 41270 23649 1231579 0.8806763 0.0324233 0.1193237 0.9675767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 6 Ungated Ungated 176804 113273 19876 1161088 0.8989424 0.0888861 0.1010576 0.9111139
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 140252 5685 26559 1184148 0.8407839 0.0047780 0.1592161 0.9952220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 2 CD19 CD19 124071 16799 4791 1210983 0.9628207 0.0136824 0.0371793 0.9863176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 3 CD3+ CD3+ 5685 11350 66159 1273450 0.0791298 0.0088341 0.9208702 0.9911659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 4 CD4 CD4 573564 34496 31860 716724 0.9473757 0.0459200 0.0526243 0.9540800
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5 CD8 CD8 171940 32468 29612 1122624 0.8530801 0.0281086 0.1469199 0.9718914
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 6 Ungated Ungated 155919 84415 26232 1090078 0.8559876 0.0718736 0.1440124 0.9281264
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 147804 5143 29229 1239735 0.8348952 0.0041313 0.1651048 0.9958687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 2 CD19 CD19 152688 5991 20425 1242807 0.8820135 0.0047974 0.1179865 0.9952026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 3 CD3+ CD3+ 4487 4396 60929 1352099 0.0685918 0.0032407 0.9314082 0.9967593
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 4 CD4 CD4 638658 97189 31305 654759 0.9532735 0.1292496 0.0467265 0.8707504
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 5 CD8 CD8 169805 46585 11044 1194477 0.9389325 0.0375364 0.0610675 0.9624636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 6 Ungated Ungated 104565 44600 50972 1221774 0.6722838 0.0352187 0.3277162 0.9647813
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 124557 9608 29737 1244564 0.8072705 0.0076608 0.1927295 0.9923392
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 2 CD19 CD19 155732 17347 3707 1231680 0.9767497 0.0138884 0.0232503 0.9861116
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 3 CD3+ CD3+ 33105 65315 40499 1269547 0.4497718 0.0489302 0.5502282 0.9510698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 4 CD4 CD4 634842 80854 26399 666371 0.9600766 0.1082057 0.0399234 0.8917943
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5 CD8 CD8 135195 27107 47460 1198704 0.7401659 0.0221135 0.2598341 0.9778865
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 6 Ungated Ungated 109216 15588 68017 1215645 0.6162284 0.0126605 0.3837716 0.9873395
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 179074 2893 16433 1291134 0.9159467 0.0022357 0.0840533 0.9977643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 2 CD19 CD19 169856 4217 3424 1312037 0.9802401 0.0032038 0.0197599 0.9967962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 3 CD3+ CD3+ 20509 25848 50513 1392664 0.2887697 0.0182219 0.7112303 0.9817781
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 4 CD4 CD4 659840 15777 13830 800087 0.9794707 0.0193378 0.0205293 0.9806622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5 CD8 CD8 167729 38409 22911 1260485 0.8798206 0.0295705 0.1201794 0.9704295
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 6 Ungated Ungated 173498 31884 11917 1272235 0.9357280 0.0244487 0.0642720 0.9755513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 184728 1089 21563 1184005 0.8954729 0.0009189 0.1045271 0.9990811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 2 CD19 CD19 165351 4351 6688 1214995 0.9611251 0.0035683 0.0388749 0.9964317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 3 CD3+ CD3+ 13090 19008 51504 1307783 0.2026504 0.0143263 0.7973496 0.9856737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 4 CD4 CD4 589869 38635 11239 751642 0.9813029 0.0488879 0.0186971 0.9511121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5 CD8 CD8 122419 18114 33424 1217428 0.7855277 0.0146608 0.2144723 0.9853392
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 6 Ungated Ungated 179050 55681 12460 1144194 0.9349381 0.0464057 0.0650619 0.9535943
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135385 2603 28413 1123815 0.8265363 0.0023109 0.1734637 0.9976891
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 2 CD19 CD19 115095 1663 10077 1163381 0.9194948 0.0014274 0.0805052 0.9985726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 3 CD3+ CD3+ 13620 30587 46018 1199991 0.2283779 0.0248558 0.7716221 0.9751442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 4 CD4 CD4 594543 41237 6762 647674 0.9887545 0.0598582 0.0112455 0.9401418
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5 CD8 CD8 114241 12883 47804 1115288 0.7049955 0.0114194 0.2950045 0.9885806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 6 Ungated Ungated 167467 60892 10791 1051066 0.9394641 0.0547611 0.0605359 0.9452389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 131982 2588 40560 1193271 0.7649268 0.0021641 0.2350732 0.9978359
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 2 CD19 CD19 158966 4431 11910 1193094 0.9303003 0.0037001 0.0696997 0.9962999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 3 CD3+ CD3+ 19089 20656 34616 1294040 0.3554418 0.0157116 0.6445582 0.9842884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 4 CD4 CD4 651010 105449 11691 600251 0.9823586 0.1494247 0.0176414 0.8505753
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5 CD8 CD8 128502 19861 30849 1189189 0.8064085 0.0164269 0.1935915 0.9835731
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 6 Ungated Ungated 104131 21736 45095 1197439 0.6978074 0.0178284 0.3021926 0.9821716
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105817 1301 43807 1194643 0.7072194 0.0010878 0.2927806 0.9989122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 2 CD19 CD19 136334 2464 18428 1188342 0.8809268 0.0020692 0.1190732 0.9979308
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 3 CD3+ CD3+ 13677 13940 42728 1275223 0.2424785 0.0108132 0.7575215 0.9891868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 4 CD4 CD4 648528 133340 6814 556886 0.9896024 0.1931831 0.0103976 0.8068169
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5 CD8 CD8 128937 21938 30195 1164498 0.8102519 0.0184907 0.1897481 0.9815093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 6 Ungated Ungated 117529 21763 52774 1153502 0.6901170 0.0185175 0.3098830 0.9814825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33276 220745 167987 1114949 0.1653359 0.1652661 0.8346641 0.8347339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 6 Ungated Ungated 32054 225040 158204 1121659 0.1684765 0.1671049 0.8315235 0.8328951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 1 CD14 monocytes CD14 monocytes 34896 208235 175705 1052205 0.1656972 0.1652082 0.8343028 0.8347918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 2 CD19 CD19 28972 215206 146142 1080721 0.1654465 0.1660634 0.8345535 0.8339366
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5 CD8 CD8 33100 212977 165092 1059872 0.1670098 0.1673231 0.8329902 0.8326769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 6 Ungated Ungated 32912 212880 163768 1061481 0.1673378 0.1670484 0.8326622 0.8329516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 4 CD4 CD4 100107 124010 505317 627210 0.1653502 0.1650781 0.8346498 0.8349219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 6 Ungated Ungated 30682 196537 151469 977956 0.1684427 0.1673377 0.8315573 0.8326623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29705 207842 147328 1037036 0.1677936 0.1669577 0.8322064 0.8330423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 2 CD19 CD19 29025 208896 144088 1039902 0.1676651 0.1672777 0.8323349 0.8327223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 5 CD8 CD8 30159 202643 152496 1023168 0.1651146 0.1653134 0.8348854 0.8346866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 6 Ungated Ungated 29674 205558 147559 1025675 0.1674293 0.1669530 0.8325707 0.8330470
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200789 1999 474 1333695 0.9976449 0.0014966 0.0023551 0.9985034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 2 CD19 CD19 174835 517 148 1361457 0.9991542 0.0003796 0.0008458 0.9996204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD3+ CD3+ 76420 7084 8277 1445176 0.9022752 0.0048779 0.0977248 0.9951221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD4 CD4 684808 3864 1592 846693 0.9976807 0.0045429 0.0023193 0.9954571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD8 CD8 193101 5701 6255 1331900 0.9686240 0.0042621 0.0313760 0.9957379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 6 Ungated Ungated 186354 1485 3904 1345214 0.9794805 0.0011027 0.0205195 0.9988973
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209629 1584 972 1258856 0.9953846 0.0012567 0.0046154 0.9987433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 2 CD19 CD19 174966 697 148 1295230 0.9991548 0.0005378 0.0008452 0.9994622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD3+ CD3+ 70743 4006 12138 1384154 0.8535491 0.0028858 0.1464509 0.9971142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD4 CD4 605456 4344 2117 859124 0.9965156 0.0050309 0.0034844 0.9949691
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD8 CD8 194872 8735 3320 1264114 0.9832486 0.0068626 0.0167514 0.9931374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 6 Ungated Ungated 193401 2608 3279 1271753 0.9833282 0.0020465 0.0166718 0.9979535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166531 2032 280 1187801 0.9983215 0.0017078 0.0016785 0.9982922
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 2 CD19 CD19 128497 457 365 1227325 0.9971675 0.0003722 0.0028325 0.9996278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 3 CD3+ CD3+ 65188 4290 6656 1280510 0.9073548 0.0033390 0.0926452 0.9966610
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 4 CD4 CD4 604189 2709 1235 748511 0.9979601 0.0036061 0.0020399 0.9963939
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5 CD8 CD8 197688 5016 3864 1150076 0.9808288 0.0043425 0.0191712 0.9956575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 6 Ungated Ungated 178502 1545 3649 1172948 0.9799672 0.0013155 0.0200328 0.9986845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176611 1753 422 1243125 0.9976163 0.0014082 0.0023837 0.9985918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 2 CD19 CD19 172730 787 383 1248011 0.9977876 0.0006302 0.0022124 0.9993698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 3 CD3+ CD3+ 57953 3497 7463 1352998 0.8859148 0.0025780 0.1140852 0.9974220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 4 CD4 CD4 667806 2596 2157 749352 0.9967804 0.0034524 0.0032196 0.9965476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5 CD8 CD8 178920 5898 1929 1235164 0.9893336 0.0047524 0.0106664 0.9952476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 6 Ungated Ungated 152010 1350 3527 1265024 0.9773237 0.0010660 0.0226763 0.9989340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153636 887 658 1253285 0.9957354 0.0007072 0.0042646 0.9992928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 2 CD19 CD19 159133 641 306 1248386 0.9980808 0.0005132 0.0019192 0.9994868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 3 CD3+ CD3+ 64734 4088 8870 1330774 0.8794902 0.0030625 0.1205098 0.9969375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 4 CD4 CD4 659523 3245 1718 743980 0.9974019 0.0043427 0.0025981 0.9956573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5 CD8 CD8 179676 6585 2979 1219226 0.9836906 0.0053720 0.0163094 0.9946280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 6 Ungated Ungated 174677 1641 2556 1229592 0.9855783 0.0013328 0.0144217 0.9986672
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199581 7688 1682 1328006 0.9916428 0.0057558 0.0083572 0.9942442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 2 CD19 CD19 174892 3333 91 1358641 0.9994799 0.0024472 0.0005201 0.9975528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD3+ CD3+ 58842 28609 25855 1423651 0.6947354 0.0196996 0.3052646 0.9803004
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD4 CD4 663729 16896 22671 833661 0.9669712 0.0198646 0.0330288 0.9801354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD8 CD8 179623 12821 19733 1324780 0.9010163 0.0095851 0.0989837 0.9904149
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 6 Ungated Ungated 167899 1264 22359 1345435 0.8824806 0.0009386 0.1175194 0.9990614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 210352 19634 249 1240806 0.9988177 0.0155771 0.0011823 0.9844229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD19 CD19 173498 20134 1616 1275793 0.9907717 0.0155364 0.0092283 0.9844636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD3+ CD3+ 45402 96002 37479 1292158 0.5477974 0.0691577 0.4522026 0.9308423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD4 CD4 557146 18433 50427 845035 0.9170026 0.0213476 0.0829974 0.9786524
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD8 CD8 89758 444 108434 1272405 0.4528841 0.0003488 0.5471159 0.9996512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 6 Ungated Ungated 128421 0 68259 1274361 0.6529439 0.0000000 0.3470561 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 163764 20398 3047 1169435 0.9817338 0.0171436 0.0182662 0.9828564
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 2 CD19 CD19 128273 2535 589 1225247 0.9954292 0.0020647 0.0045708 0.9979353
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 3 CD3+ CD3+ 14818 29177 57026 1255623 0.2062524 0.0227094 0.7937476 0.9772906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 4 CD4 CD4 573458 30370 31966 720850 0.9472006 0.0404276 0.0527994 0.9595724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5 CD8 CD8 153697 12293 47855 1142799 0.7625675 0.0106424 0.2374325 0.9893576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 6 Ungated Ungated 118757 0 63394 1174493 0.6519701 0.0000000 0.3480299 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173999 23323 3034 1221555 0.9828620 0.0187352 0.0171380 0.9812648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 2 CD19 CD19 172945 17642 168 1231156 0.9990295 0.0141272 0.0009705 0.9858728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 3 CD3+ CD3+ 51857 17738 13559 1338757 0.7927266 0.0130763 0.2072734 0.9869237
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 4 CD4 CD4 659303 7297 10660 744651 0.9840887 0.0097041 0.0159113 0.9902959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5 CD8 CD8 172805 11828 8044 1229234 0.9555209 0.0095305 0.0444791 0.9904695
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 6 Ungated Ungated 82217 1088 73320 1265286 0.5286009 0.0008591 0.4713991 0.9991409
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 5339 1227819 0.9653972 0.0210123 0.0346028 0.9789877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 3 CD3+ CD3+ 35661 83263 37943 1251599 0.4844981 0.0623757 0.5155019 0.9376243
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 4 CD4 CD4 632688 31305 28553 715920 0.9568191 0.0418950 0.0431809 0.9581050
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5 CD8 CD8 87018 350 95637 1225461 0.4764063 0.0002855 0.5235937 0.9997145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 6 Ungated Ungated 96669 0 80564 1231233 0.5454345 0.0000000 0.4545655 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 189131 1598 12132 1334096 0.9397207 0.0011964 0.0602793 0.9988036
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD19 CD19 169871 3818 5112 1358156 0.9707857 0.0028033 0.0292143 0.9971967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD3+ CD3+ 17653 25230 67044 1427030 0.2084253 0.0173729 0.7915747 0.9826271
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD4 CD4 656399 10156 30001 840401 0.9562922 0.0119404 0.0437078 0.9880596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD8 CD8 196970 68443 2386 1269158 0.9880315 0.0511685 0.0119685 0.9488315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 Ungated Ungated 173885 23803 16373 1322896 0.9139432 0.0176751 0.0860568 0.9823249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 200888 6696 9713 1253744 0.9538796 0.0053124 0.0461204 0.9946876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 2 CD19 CD19 173286 11863 1828 1284064 0.9895611 0.0091541 0.0104389 0.9908459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD3+ CD3+ 7030 6455 75851 1381705 0.0848204 0.0046500 0.9151796 0.9953500
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD4 CD4 593408 29304 14165 834164 0.9766859 0.0339376 0.0233141 0.9660624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD8 CD8 189988 55163 8204 1217686 0.9586058 0.0433382 0.0413942 0.9566618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 Ungated Ungated 173707 23253 22973 1251108 0.8831961 0.0182468 0.1168039 0.9817532
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 148641 640 18170 1189193 0.8910743 0.0005379 0.1089257 0.9994621
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 2 CD19 CD19 126518 8671 2344 1219111 0.9818100 0.0070623 0.0181900 0.9929377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 3 CD3+ CD3+ 42470 175092 29374 1109708 0.5911419 0.1362796 0.4088581 0.8637204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 4 CD4 CD4 598732 44042 6692 707178 0.9889466 0.0586273 0.0110534 0.9413727
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5 CD8 CD8 23078 2857 178474 1152235 0.1145015 0.0024734 0.8854985 0.9975266
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 6 Ungated Ungated 160651 25252 21500 1149241 0.8819661 0.0215003 0.1180339 0.9784997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 155205 8353 21828 1236525 0.8767010 0.0067099 0.1232990 0.9932901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 2 CD19 CD19 169030 5709 4083 1243089 0.9764142 0.0045716 0.0235858 0.9954284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 3 CD3+ CD3+ 24862 29049 40554 1327446 0.3800599 0.0214147 0.6199401 0.9785853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 4 CD4 CD4 662505 91262 7458 660686 0.9888680 0.1213674 0.0111320 0.8786326
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5 CD8 CD8 153748 26192 27101 1214870 0.8501457 0.0211045 0.1498543 0.9788955
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 6 Ungated Ungated 91802 4194 63735 1262180 0.5902261 0.0033118 0.4097739 0.9966882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 140903 4596 13391 1249576 0.9132111 0.0036646 0.0867889 0.9963354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 2 CD19 CD19 157638 12789 1801 1236238 0.9887041 0.0102392 0.0112959 0.9897608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 3 CD3+ CD3+ 25962 27108 47642 1307754 0.3527254 0.0203077 0.6472746 0.9796923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 4 CD4 CD4 640826 39106 20415 708119 0.9691262 0.0523350 0.0308738 0.9476650
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5 CD8 CD8 168417 39789 14238 1186022 0.9220498 0.0324593 0.0779502 0.9675407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 6 Ungated Ungated 137415 13917 39818 1217316 0.7753353 0.0113033 0.2246647 0.9886967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178129 2551 17682 1278646 0.9096986 0.0019911 0.0903014 0.9980089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 2 CD19 CD19 169372 4247 3648 1299741 0.9789157 0.0032569 0.0210843 0.9967431
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 3 CD3+ CD3+ 22410 23199 44404 1386995 0.3354087 0.0164509 0.6645913 0.9835491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 4 CD4 CD4 655354 14851 18090 788713 0.9731381 0.0184814 0.0268619 0.9815186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5 CD8 CD8 166885 33085 14940 1262098 0.9178331 0.0255447 0.0821669 0.9744553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 6 Ungated Ungated 174781 32144 11313 1258770 0.9392081 0.0249002 0.0607919 0.9750998
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 185218 1351 21199 1171327 0.8973001 0.0011521 0.1026999 0.9988479
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 2 CD19 CD19 166267 4018 5717 1203093 0.9667585 0.0033286 0.0332415 0.9966714
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 3 CD3+ CD3+ 11039 15699 48841 1303516 0.1843520 0.0119003 0.8156480 0.9880997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 4 CD4 CD4 589661 43925 10976 734533 0.9817261 0.0564257 0.0182739 0.9435743
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5 CD8 CD8 117765 16872 31102 1213356 0.7910753 0.0137145 0.2089247 0.9862855
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 6 Ungated Ungated 178524 48756 12786 1139029 0.9331661 0.0410478 0.0668339 0.9589522
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135411 2080 28548 1103920 0.8258833 0.0018807 0.1741167 0.9981193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 2 CD19 CD19 115652 1666 9365 1143276 0.9250902 0.0014551 0.0749098 0.9985449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 3 CD3+ CD3+ 14148 21287 38494 1196030 0.2687588 0.0174868 0.7312412 0.9825132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 4 CD4 CD4 593498 34553 5798 636110 0.9903253 0.0515207 0.0096747 0.9484793
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5 CD8 CD8 117895 11810 32608 1107646 0.7833399 0.0105498 0.2166601 0.9894502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 6 Ungated Ungated 168263 53696 10279 1037721 0.9424281 0.0491984 0.0575719 0.9508016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 128690 1722 43586 1192115 0.7469990 0.0014424 0.2530010 0.9985576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 2 CD19 CD19 158986 4446 11674 1191007 0.9315950 0.0037191 0.0684050 0.9962809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 3 CD3+ CD3+ 17060 18351 35643 1295059 0.3237007 0.0139720 0.6762993 0.9860280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 4 CD4 CD4 653374 118370 10194 584175 0.9846376 0.1684874 0.0153624 0.8315126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5 CD8 CD8 120743 19209 37267 1188894 0.7641478 0.0159001 0.2358522 0.9840999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 6 Ungated Ungated 103629 21533 45267 1195684 0.6959824 0.0176904 0.3040176 0.9823096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105606 917 42795 1183636 0.7116259 0.0007741 0.2883741 0.9992259
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 2 CD19 CD19 138361 2491 15612 1176490 0.8986056 0.0021128 0.1013944 0.9978872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 3 CD3+ CD3+ 12767 11255 40444 1268488 0.2399316 0.0087947 0.7600684 0.9912053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 4 CD4 CD4 649158 123690 5639 554467 0.9913882 0.1823914 0.0086118 0.8176086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5 CD8 CD8 125316 20111 28408 1159119 0.8152013 0.0170543 0.1847987 0.9829457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 6 Ungated Ungated 119852 23430 48996 1140676 0.7098219 0.0201270 0.2901781 0.9798730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 5 CD8 CD8 32965 221056 166391 1116545 0.1653575 0.1652630 0.8346425 0.8347370
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 6 Ungated Ungated 32054 225040 158204 1121659 0.1684765 0.1671049 0.8315235 0.8328951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35057 210873 175544 1049567 0.1664617 0.1673011 0.8335383 0.8326989
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 2 CD19 CD19 29332 216745 145782 1079182 0.1675023 0.1672509 0.8324977 0.8327491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 3 CD3+ CD3+ 13699 230479 69182 1157681 0.1652852 0.1660320 0.8347148 0.8339680
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 6 Ungated Ungated 32394 210737 164286 1063624 0.1647041 0.1653668 0.8352959 0.8346332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 2 CD19 CD19 21256 202861 107606 1024921 0.1649517 0.1652256 0.8350483 0.8347744
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 4 CD4 CD4 101375 125434 504049 625786 0.1674446 0.1669737 0.8325554 0.8330263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5 CD8 CD8 33456 191599 168096 963493 0.1659919 0.1658734 0.8340081 0.8341266
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 6 Ungated Ungated 30458 196183 151693 978310 0.1672129 0.1670363 0.8327871 0.8329637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 3 CD3+ CD3+ 11024 226897 54392 1129598 0.1685215 0.1672671 0.8314785 0.8327329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 6 Ungated Ungated 29204 203598 148029 1027635 0.1647774 0.1653611 0.8352226 0.8346389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 913573 2997 1825 2886455 0.9980063 0.0010372 0.0019937 0.9989628
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 2 CD19 CD19 409232 752 1056 3393810 0.9974262 0.0002215 0.0025738 0.9997785
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 142903 15424 5209 3641314 0.9648307 0.0042180 0.0351693 0.9957820
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 4 CD4 CD4 1495284 7504 1763 2300299 0.9988223 0.0032516 0.0011777 0.9967484
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 330905 2954 14111 3456880 0.9591004 0.0008538 0.0408996 0.9991462
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 479364 3958 9625 3311903 0.9803165 0.0011937 0.0196835 0.9988063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 849363 4925 948 3101201 0.9988851 0.0015856 0.0011149 0.9984144
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 2 CD19 CD19 409507 863 660 3545407 0.9983909 0.0002434 0.0016091 0.9997566
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 159163 16555 25624 3755095 0.8613322 0.0043893 0.1386678 0.9956107
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 1669674 11260 11151 2264352 0.9933658 0.0049481 0.0066342 0.9950519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 357555 19287 6869 3572726 0.9811511 0.0053694 0.0188489 0.9946306
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 455080 3205 10843 3487309 0.9767279 0.0009182 0.0232721 0.9990818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 899771 2565 1652 2967173 0.9981673 0.0008637 0.0018327 0.9991363
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 2 CD19 CD19 405133 1078 1198 3463752 0.9970517 0.0003111 0.0029483 0.9996889
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 149483 4166 27927 3689585 0.8425850 0.0011279 0.1574150 0.9988721
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 1564958 5855 4827 2295521 0.9969251 0.0025441 0.0030749 0.9974559
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 333301 25322 1814 3510724 0.9945869 0.0071611 0.0054131 0.9928389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 473657 5872 7440 3384192 0.9845353 0.0017321 0.0154647 0.9982679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 889887 4126 1396 3011942 0.9984337 0.0013680 0.0015663 0.9986320
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 2 CD19 CD19 389425 1084 444 3516398 0.9988612 0.0003082 0.0011388 0.9996918
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 156282 5825 13433 3731811 0.9208497 0.0015585 0.0791503 0.9984415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 1626731 7116 2451 2271053 0.9984956 0.0031236 0.0015044 0.9968764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 338958 10409 4796 3553188 0.9860482 0.0029209 0.0139518 0.9970791
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 473704 3804 9844 3419999 0.9796421 0.0011110 0.0203579 0.9988890
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 881293 2945 1738 3092822 0.9980318 0.0009513 0.0019682 0.9990487
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 2 CD19 CD19 418736 1590 558 3557914 0.9986692 0.0004467 0.0013308 0.9995533
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 167430 8244 15155 3787969 0.9169976 0.0021716 0.0830024 0.9978284
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 1653997 6063 4219 2314519 0.9974557 0.0026127 0.0025443 0.9973873
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 347273 11834 6480 3613211 0.9816821 0.0032645 0.0183179 0.9967355
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 474094 5299 7825 3491580 0.9837628 0.0015154 0.0162372 0.9984846
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 882758 31537 32640 2857915 0.9643434 0.0109145 0.0356566 0.9890855
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 2 CD19 CD19 408901 9111 1387 3385451 0.9966194 0.0026840 0.0033806 0.9973160
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 120009 46165 28103 3610573 0.8102585 0.0126246 0.1897415 0.9873754
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 1458812 38748 38235 2269055 0.9744597 0.0167900 0.0255403 0.9832100
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 324968 25817 20048 3434017 0.9418925 0.0074619 0.0581075 0.9925381
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 6 Ungated Ungated 418742 2795 70247 3313066 0.8563424 0.0008429 0.1436576 0.9991571
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 847018 43948 3293 3062178 0.9961273 0.0141488 0.0038727 0.9858512
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 407951 19855 2216 3526415 0.9945973 0.0055988 0.0054027 0.9944012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 29076 59189 155711 3712461 0.1573487 0.0156931 0.8426513 0.9843069
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 1580587 63674 100238 2211938 0.9403638 0.0279810 0.0596362 0.9720190
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 329437 88804 34987 3503209 0.9039937 0.0247226 0.0960063 0.9752774
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 6 Ungated Ungated 319784 0 146139 3490514 0.6863452 0.0000000 0.3136548 1.0000000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 890475 64988 10948 2904750 0.9878548 0.0218834 0.0121452 0.9781166
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 400468 7569 5863 3457261 0.9855709 0.0021845 0.0144291 0.9978155
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 18952 30795 158458 3662956 0.1068260 0.0083371 0.8931740 0.9916629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 1443311 44619 126474 2256757 0.9194323 0.0193880 0.0805677 0.9806120
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 319465 105150 15650 3430896 0.9532996 0.0297366 0.0467004 0.9702634
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 6 Ungated Ungated 259592 928 221505 3389136 0.5395835 0.0002737 0.4604165 0.9997263
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 885496 53420 5787 2962648 0.9935071 0.0177118 0.0064929 0.9822882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 384680 7748 5189 3509734 0.9866904 0.0022027 0.0133096 0.9977973
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 62046 16770 107669 3720866 0.3655894 0.0044868 0.6344106 0.9955132
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 1590394 32359 38788 2245810 0.9761917 0.0142040 0.0238083 0.9857960
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 319566 69353 24188 3494244 0.9296357 0.0194615 0.0703643 0.9805385
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 6 Ungated Ungated 252287 272 231261 3423531 0.5217414 0.0000794 0.4782586 0.9999206
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 877684 52149 5347 3043618 0.9939447 0.0168453 0.0060553 0.9831547
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 416543 21383 2751 3538121 0.9934390 0.0060073 0.0065610 0.9939927
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 31329 94298 151256 3701915 0.1715858 0.0248400 0.8284142 0.9751600
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 1467363 25510 190853 2295072 0.8849046 0.0109929 0.1150954 0.9890071
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 340704 106866 13049 3518179 0.9631127 0.0294799 0.0368873 0.9705201
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 6 Ungated Ungated 259773 438 222146 3496441 0.5390387 0.0001253 0.4609613 0.9998747
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 906598 24386 8800 2865066 0.9903867 0.0084397 0.0096133 0.9915603
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 400554 22052 9734 3372510 0.9762752 0.0064963 0.0237248 0.9935037
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 119666 65516 28446 3591222 0.8079426 0.0179165 0.1920574 0.9820835
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 1467553 22772 29494 2285031 0.9802985 0.0098674 0.0197015 0.9901326
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 281928 3183 63088 3456651 0.8171447 0.0009200 0.1828553 0.9990800
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 446818 43824 42171 3272037 0.9137588 0.0132165 0.0862412 0.9867835
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 806063 2701 44248 3103425 0.9479626 0.0008696 0.0520374 0.9991304
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 398948 9841 11219 3536429 0.9726477 0.0027750 0.0273523 0.9972250
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 21 20 184766 3771630 0.0001136 0.0000053 0.9998864 0.9999947
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 1674262 100086 6563 2175526 0.9960954 0.0439820 0.0039046 0.9560180
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 345403 122432 19021 3469581 0.9478053 0.0340845 0.0521947 0.9659155
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 437085 59575 28838 3430939 0.9381057 0.0170677 0.0618943 0.9829323
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 895901 24490 5522 2945248 0.9938741 0.0082465 0.0061259 0.9917535
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 392229 7388 14102 3457442 0.9652943 0.0021323 0.0347057 0.9978677
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 113366 48615 64044 3645136 0.6390057 0.0131614 0.3609943 0.9868386
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 1532588 58199 37197 2243177 0.9763044 0.0252888 0.0236956 0.9747112
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 314099 61607 21016 3474439 0.9372872 0.0174226 0.0627128 0.9825774
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 395307 27372 85790 3362692 0.8216784 0.0080742 0.1783216 0.9919258
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 864975 4869 26308 3011199 0.9704830 0.0016144 0.0295170 0.9983856
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 379066 7569 10803 3509913 0.9722907 0.0021518 0.0277093 0.9978482
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 81107 32762 88608 3704874 0.4779012 0.0087654 0.5220988 0.9912346
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 1588478 68299 40704 2209870 0.9750157 0.0299798 0.0249843 0.9700202
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 283038 23544 60716 3540053 0.8233737 0.0066068 0.1766263 0.9933932
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 470246 103398 13302 3320405 0.9724908 0.0301998 0.0275092 0.9698002
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 850756 4634 32275 3091133 0.9634498 0.0014969 0.0365502 0.9985031
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 416020 10246 3274 3549258 0.9921916 0.0028785 0.0078084 0.9971215
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 37577 17536 145008 3778677 0.2058055 0.0046193 0.7941945 0.9953807
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 1651038 48185 7178 2272397 0.9956713 0.0207642 0.0043287 0.9792358
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 339556 117350 14197 3507695 0.9598675 0.0323720 0.0401325 0.9676280
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 450891 35009 31028 3461870 0.9356157 0.0100115 0.0643843 0.9899885
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 774381 12828 113631 2714423 0.8720389 0.0047036 0.1279611 0.9952964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 2 CD19 CD19 349083 8636 39806 3217738 0.8976417 0.0026767 0.1023583 0.9973233
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 43319 82250 75573 3414121 0.3643559 0.0235244 0.6356441 0.9764756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 4 CD4 CD4 1479261 88451 9574 2037977 0.9935695 0.0415960 0.0064305 0.9584040
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 170991 29907 92843 3321522 0.6481007 0.0089237 0.3518993 0.9910763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 416839 159317 49962 2989145 0.8929694 0.0506015 0.1070306 0.9493985
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 777930 34123 32763 2983712 0.9595864 0.0113071 0.0404136 0.9886929
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 2 CD19 CD19 399379 10184 6121 3412844 0.9849051 0.0029751 0.0150949 0.9970249
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 24021 45782 146520 3612205 0.1408518 0.0125156 0.8591482 0.9874844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 1616569 59347 40617 2111995 0.9754904 0.0273319 0.0245096 0.9726681
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 319189 112872 32887 3363580 0.9065912 0.0324676 0.0934088 0.9675324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 369915 59217 62617 3336779 0.8552315 0.0174373 0.1447685 0.9825627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 830054 42573 30970 2725931 0.9640312 0.0153776 0.0359688 0.9846224
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 2 CD19 CD19 362098 9155 28815 3229460 0.9262879 0.0028268 0.0737121 0.9971732
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 32289 39654 96322 3461263 0.2510594 0.0113267 0.7489406 0.9886733
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 4 CD4 CD4 1528212 91830 22668 1986818 0.9853838 0.0441778 0.0146162 0.9558222
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 206434 54927 49557 3318610 0.8064112 0.0162817 0.1935888 0.9837183
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 354967 77335 87142 3110084 0.8028948 0.0242626 0.1971052 0.9757374
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 764875 21659 95021 2836675 0.8894971 0.0075775 0.1105029 0.9924225
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 2 CD19 CD19 373818 13861 10174 3320377 0.9735047 0.0041572 0.0264953 0.9958428
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 22971 15861 100122 3579276 0.1866150 0.0044118 0.8133850 0.9955882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 4 CD4 CD4 1601054 83935 15260 2017981 0.9905588 0.0399326 0.0094412 0.9600674
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 242658 55149 33826 3386597 0.8776566 0.0160236 0.1223434 0.9839764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 397323 125066 61128 3134713 0.8666640 0.0383664 0.1333360 0.9616336
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 679837 13478 141276 2958164 0.8279457 0.0045355 0.1720543 0.9954645
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 2 CD19 CD19 332286 9947 69830 3380692 0.8263436 0.0029337 0.1736564 0.9970663
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 31685 39490 120804 3600776 0.2077855 0.0108481 0.7922145 0.9891519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 4 CD4 CD4 1621209 137065 22286 2012195 0.9864399 0.0637731 0.0135601 0.9362269
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 285783 170052 36295 3300625 0.8873099 0.0489968 0.1126901 0.9510032
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 343084 128839 108380 3212452 0.7599366 0.0385596 0.2400634 0.9614404
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 152533 484901 762865 2404551 0.1666303 0.1678176 0.8333697 0.8321824
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 68280 568065 342008 2826497 0.1664197 0.1673456 0.8335803 0.8326544
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3 CD3+ CD3+ 24840 609950 123272 3046788 0.1677109 0.1668017 0.8322891 0.8331983
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 4 CD4 CD4 247252 381778 1249795 1926025 0.1651598 0.1654292 0.8348402 0.8345708
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 57281 575774 287735 2884060 0.1660242 0.1664167 0.8339758 0.8335833
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 81173 553023 407816 2762838 0.1660017 0.1667811 0.8339983 0.8332189
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 141798 517864 708513 2588262 0.1667602 0.1667234 0.8332398 0.8332766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 2 CD19 CD19 68884 593729 341283 2952541 0.1679414 0.1674235 0.8320586 0.8325765
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 30832 630751 153955 3140899 0.1668516 0.1672348 0.8331484 0.8327652
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 4 CD4 CD4 277691 376438 1403134 1899174 0.1652111 0.1654228 0.8347889 0.8345772
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 60468 597665 303956 2994348 0.1659276 0.1663872 0.8340724 0.8336128
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 77439 582878 388484 2907636 0.1662056 0.1669892 0.8337944 0.8330108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 150481 495440 750942 2474298 0.1669372 0.1668295 0.8330628 0.8331705
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 2 CD19 CD19 68246 580146 338085 2884684 0.1679567 0.1674385 0.8320433 0.8325615
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 29638 617726 147772 3076025 0.1670594 0.1672354 0.8329406 0.8327646
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 262337 382968 1307448 1918408 0.1671165 0.1664083 0.8328835 0.8335917
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 55630 588450 279485 2947596 0.1660027 0.1664147 0.8339973 0.8335853
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 6 Ungated Ungated 79865 560234 401232 2829830 0.1660060 0.1652576 0.8339940 0.8347424
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 148528 505901 742755 2510167 0.1666452 0.1677353 0.8333548 0.8322647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 2 CD19 CD19 65335 586596 324534 2930886 0.1675819 0.1667659 0.8324181 0.8332341
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 28247 623189 141468 3114447 0.1664379 0.1667335 0.8335621 0.8332665
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 271257 378821 1357925 1899348 0.1664989 0.1662831 0.8335011 0.8337169
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 57532 595888 286222 2967709 0.1673639 0.1672153 0.8326361 0.8327847
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 6 Ungated Ungated 80202 565855 403346 2857948 0.1658615 0.1652709 0.8341385 0.8347291
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 145708 512132 737323 2583635 0.1650089 0.1654298 0.8349911 0.8345702
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 69751 595589 349543 2963915 0.1663534 0.1673236 0.8336466 0.8326764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 30452 631308 152133 3164905 0.1667826 0.1662994 0.8332174 0.8337006
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 276354 387700 1381862 1932882 0.1666574 0.1670702 0.8333426 0.8329298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5 CD8 CD8 59588 606809 294165 3018236 0.1684452 0.1673935 0.8315548 0.8326065
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 79998 583409 401921 2913470 0.1659989 0.1668371 0.8340011 0.8331629
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 1 /Granulocytes /Granulocytes 10044971 1028 409 6619320 0.9999593 0.0001553 0.0000407 0.9998447
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 50346 1998 3188 16610196 0.9404491 0.0001203 0.0595509 0.9998797
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 47376 70 3846 16614436 0.9249151 0.0000042 0.0750849 0.9999958
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62130 942 3903 16598753 0.9408932 0.0000567 0.0591068 0.9999433
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 101786 4770 1021 16558151 0.9900688 0.0002880 0.0099312 0.9997120
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5818 1101 1741 16657068 0.7696785 0.0000661 0.2303215 0.9999339
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6006 42 2993 16656687 0.6674075 0.0000025 0.3325925 0.9999975
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 49322 649 1597 16614160 0.9686365 0.0000391 0.0313635 0.9999609
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 16642 113 7795 16641178 0.6810165 0.0000068 0.3189835 0.9999932
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630759 13569 3344 16018056 0.9947264 0.0008464 0.0052736 0.9991536
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041746 8703 1745 15613534 0.9983277 0.0005571 0.0016723 0.9994429
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 45416 613 5001 16614698 0.9008073 0.0000369 0.0991927 0.9999631
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 93332 3687 1509 16567200 0.9840892 0.0002225 0.0159108 0.9997775
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 51152 2214 2262 16610100 0.9576516 0.0001333 0.0423484 0.9998667
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43609 3491 491 16618137 0.9888662 0.0002100 0.0111338 0.9997900
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146136 703 227 16518662 0.9984491 0.0000426 0.0015509 0.9999574
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1287 16664441 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056849 4908 428 15603543 0.9995952 0.0003144 0.0004048 0.9996856
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 145683 2293 1282 16516470 0.9912768 0.0001388 0.0087232 0.9998612
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1385011 5826 1816 15273075 0.9986905 0.0003813 0.0013095 0.9996187
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 2 5254 16660453 0.0036033 0.0000001 0.9963967 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 35299 1519 9752 16619158 0.7835342 0.0000914 0.2164658 0.9999086
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 473417 2353 3652 16186306 0.9923449 0.0001453 0.0076551 0.9998547
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 479209 3778 1185 16181556 0.9975333 0.0002334 0.0024667 0.9997666
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 96857 2524 2023 16564324 0.9795409 0.0001524 0.0204591 0.9998476
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 454633 3227 2017 16205851 0.9955831 0.0001991 0.0044169 0.9998009
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24193 29 5265 16636241 0.8212710 0.0000017 0.1787290 0.9999983
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 1 /Granulocytes /Granulocytes 10043226 1600 5904 6621051 0.9994125 0.0002416 0.0005875 0.9997584
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 48220 825 5427 16617309 0.8988387 0.0000496 0.1011613 0.9999504
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 50084 450 1078 16620169 0.9789297 0.0000271 0.0210703 0.9999729
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63691 1057 2275 16604758 0.9655125 0.0000637 0.0344875 0.9999363
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 102135 4317 687 16564642 0.9933186 0.0002605 0.0066814 0.9997395
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4595 142 2985 16664059 0.6062005 0.0000085 0.3937995 0.9999915
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8398 548 584 16662251 0.9349811 0.0000329 0.0650189 0.9999671
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 47559 466 3337 16620419 0.9344349 0.0000280 0.0655651 0.9999720
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20993 326 3420 16647042 0.8599107 0.0000196 0.1400893 0.9999804
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630454 8085 3494 16029748 0.9944885 0.0005041 0.0055115 0.9994959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041612 10538 1578 15618053 0.9984873 0.0006743 0.0015127 0.9993257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 43086 258 7748 16620689 0.8475823 0.0000155 0.1524177 0.9999845
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 92868 1959 2125 16574829 0.9776299 0.0001182 0.0223701 0.9998818
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 142 0 2831 16668808 0.0477632 0.0000000 0.9522368 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 52767 3623 612 16614779 0.9885348 0.0002180 0.0114652 0.9997820
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43226 3400 900 16624255 0.9796039 0.0002045 0.0203961 0.9997955
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146172 832 254 16524523 0.9982653 0.0000503 0.0017347 0.9999497
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1291 16670490 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056943 5649 1133 15608056 0.9989292 0.0003618 0.0010708 0.9996382
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 144901 2625 2269 16521986 0.9845825 0.0001589 0.0154175 0.9998411
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1386359 7136 911 15277375 0.9993433 0.0004669 0.0006567 0.9995331
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 757 18 4511 16666495 0.1436978 0.0000011 0.8563022 0.9999989
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 36059 1935 8955 16624832 0.8010619 0.0001164 0.1989381 0.9998836
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 472856 6285 4696 16187944 0.9901665 0.0003881 0.0098335 0.9996119
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 477306 4304 3183 16186988 0.9933755 0.0002658 0.0066245 0.9997342
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95123 740 3905 16572013 0.9605667 0.0000447 0.0394333 0.9999553
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 454377 2147 2364 16212893 0.9948242 0.0001324 0.0051758 0.9998676
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27542 420 1873 16641946 0.9363250 0.0000252 0.0636750 0.9999748
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 1 /Granulocytes /Granulocytes 9667044 8 182 6361152 0.9999812 0.0000013 0.0000188 0.9999987
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 50563 355 871 15976597 0.9830657 0.0000222 0.0169343 0.9999778
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48988 127 353 15978918 0.9928457 0.0000079 0.0071543 0.9999921
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63661 150 223 15964352 0.9965093 0.0000094 0.0034907 0.9999906
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 98530 823 78 15928955 0.9992090 0.0000517 0.0007910 0.9999483
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6733 36 722 16020895 0.9031522 0.0000022 0.0968478 0.9999978
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8311 294 321 16019460 0.9628128 0.0000184 0.0371872 0.9999816
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48244 387 711 15979044 0.9854765 0.0000242 0.0145235 0.9999758
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 23177 53 517 16004639 0.9781801 0.0000033 0.0218199 0.9999967
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 608209 1048 231 15418898 0.9996203 0.0000680 0.0003797 0.9999320
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 998802 3109 615 15025860 0.9993846 0.0002069 0.0006154 0.9997931
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46830 353 2835 15978368 0.9429175 0.0000221 0.0570825 0.9999779
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 90609 241 712 15936824 0.9922033 0.0000151 0.0077967 0.9999849
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2764 2 77 16025543 0.9728969 0.0000001 0.0271031 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 50820 140 223 15977203 0.9956311 0.0000088 0.0043689 0.9999912
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41920 293 406 15985767 0.9904078 0.0000183 0.0095922 0.9999817
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140584 159 223 15887420 0.9984163 0.0000100 0.0015837 0.9999900
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 0 1252 16027133 0.0007981 0.0000000 0.9992019 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1015652 389 135 15012210 0.9998671 0.0000259 0.0001329 0.9999741
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140701 153 509 15887023 0.9963954 0.0000096 0.0036046 0.9999904
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1333133 783 249 14694221 0.9998133 0.0000533 0.0001867 0.9999467
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4482 27 613 16023264 0.8796860 0.0000017 0.1203140 0.9999983
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 42509 567 738 15984572 0.9829352 0.0000355 0.0170648 0.9999645
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 457566 793 1716 15568311 0.9962637 0.0000509 0.0037363 0.9999491
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 461020 692 330 15566344 0.9992847 0.0000445 0.0007153 0.9999555
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 94554 276 387 15933169 0.9959238 0.0000173 0.0040762 0.9999827
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 439017 371 228 15588770 0.9994809 0.0000238 0.0005191 0.9999762
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 28238 42 267 15999839 0.9906332 0.0000026 0.0093668 0.9999974
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 1 /Granulocytes /Granulocytes 9747909 13 259 6415775 0.9999734 0.0000020 0.0000266 0.9999980
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 50392 342 1472 16111750 0.9716181 0.0000212 0.0283819 0.9999788
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 49242 102 457 16114155 0.9908046 0.0000063 0.0091954 0.9999937
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 64181 171 411 16099193 0.9936370 0.0000106 0.0063630 0.9999894
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 99607 564 136 16063649 0.9986365 0.0000351 0.0013635 0.9999649
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6874 115 352 16156615 0.9512870 0.0000071 0.0487130 0.9999929
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8465 465 296 16154730 0.9662139 0.0000288 0.0337861 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48605 368 937 16114046 0.9810868 0.0000228 0.0189132 0.9999772
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 23347 71 433 16140105 0.9817914 0.0000044 0.0182086 0.9999956
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614619 1155 240 15547942 0.9996097 0.0000743 0.0003903 0.9999257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1012057 4268 850 15146781 0.9991608 0.0002817 0.0008392 0.9997183
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 44233 124 3794 16115805 0.9210028 0.0000077 0.0789972 0.9999923
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 90894 350 819 16071893 0.9910700 0.0000218 0.0089300 0.9999782
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2792 4 83 16161077 0.9711304 0.0000002 0.0288696 0.9999998
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 51576 290 271 16111819 0.9947731 0.0000180 0.0052269 0.9999820
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42294 345 416 16120901 0.9902599 0.0000214 0.0097401 0.9999786
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141256 207 194 16022299 0.9986285 0.0000129 0.0013715 0.9999871
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1255 16162701 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1022642 502 155 15140657 0.9998485 0.0000332 0.0001515 0.9999668
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 141837 286 491 16021342 0.9965502 0.0000179 0.0034498 0.9999821
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1344324 905 281 14818446 0.9997910 0.0000611 0.0002090 0.9999389
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4164 9 1011 16158772 0.8046377 0.0000006 0.1953623 0.9999994
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 42823 469 1168 16119496 0.9734491 0.0000291 0.0265509 0.9999709
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461188 1310 682 15700776 0.9985234 0.0000834 0.0014766 0.9999166
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464602 852 345 15698157 0.9992580 0.0000543 0.0007420 0.9999457
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95333 257 456 16067910 0.9952395 0.0000160 0.0047605 0.9999840
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 442467 512 388 15720589 0.9991239 0.0000326 0.0008761 0.9999674
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 28341 86 240 16135289 0.9916028 0.0000053 0.0083972 0.9999947
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 1 /Granulocytes /Granulocytes 9715081 3 333 6398963 0.9999657 0.0000005 0.0000343 0.9999995
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 51397 370 693 16061920 0.9866961 0.0000230 0.0133039 0.9999770
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48900 98 205 16065177 0.9958253 0.0000061 0.0041747 0.9999939
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62819 185 148 16051228 0.9976496 0.0000115 0.0023504 0.9999885
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 99214 424 41 16014701 0.9995869 0.0000265 0.0004131 0.9999735
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6929 66 426 16106959 0.9420802 0.0000041 0.0579198 0.9999959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8440 228 220 16105492 0.9745958 0.0000142 0.0254042 0.9999858
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48284 308 724 16065064 0.9852269 0.0000192 0.0147731 0.9999808
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 22978 47 171 16091184 0.9926131 0.0000029 0.0073869 0.9999971
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611475 602 182 15502121 0.9997024 0.0000388 0.0002976 0.9999612
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1006613 3710 507 15103550 0.9994966 0.0002456 0.0005034 0.9997544
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46526 219 3554 16064081 0.9290335 0.0000136 0.0709665 0.9999864
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 91687 265 620 16021808 0.9932833 0.0000165 0.0067167 0.9999835
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2805 6 66 16111503 0.9770115 0.0000004 0.0229885 0.9999996
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 51345 144 199 16062692 0.9961392 0.0000090 0.0038608 0.9999910
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42162 219 561 16071438 0.9868689 0.0000136 0.0131311 0.9999864
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141427 172 197 15972584 0.9986090 0.0000108 0.0013910 0.9999892
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1244 16113136 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1023940 296 162 15089982 0.9998418 0.0000196 0.0001582 0.9999804
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 142142 156 449 15971633 0.9968511 0.0000098 0.0031489 0.9999902
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1339501 316 234 14774329 0.9998253 0.0000214 0.0001747 0.9999786
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4667 26 383 16109304 0.9241584 0.0000016 0.0758416 0.9999984
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 42422 368 804 16070786 0.9814001 0.0000229 0.0185999 0.9999771
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461316 908 719 15651437 0.9984438 0.0000580 0.0015562 0.9999420
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464431 848 208 15648893 0.9995523 0.0000542 0.0004477 0.9999458
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95604 298 379 16018099 0.9960514 0.0000186 0.0039486 0.9999814
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 440548 452 139 15673241 0.9996846 0.0000288 0.0003154 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 28015 92 144 16086129 0.9948862 0.0000057 0.0051138 0.9999943
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 1 /Granulocytes /Granulocytes 9927591 233 117789 6620115 0.9882743 0.0000352 0.0117257 0.9999648
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 21186 909 32348 16611285 0.3957485 0.0000547 0.6042515 0.9999453
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 50296 4504 926 16610002 0.9819218 0.0002711 0.0180782 0.9997289
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 46187 1136 19846 16598559 0.6994533 0.0000684 0.3005467 0.9999316
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 93886 12079 8921 16550842 0.9132258 0.0007293 0.0867742 0.9992707
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3602 640 3957 16657529 0.4765181 0.0000384 0.5234819 0.9999616
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 5523 3427 3476 16653302 0.6137349 0.0002057 0.3862651 0.9997943
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 44744 6950 6175 16607859 0.8787290 0.0004183 0.1212710 0.9995817
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 12701 8704 11736 16632587 0.5197446 0.0005230 0.4802554 0.9994770
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 576435 6414 57668 16025211 0.9090558 0.0004001 0.0909442 0.9995999
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 991211 38814 52280 15583423 0.9498989 0.0024845 0.0501011 0.9975155
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 34909 38463 15508 16576848 0.6924053 0.0023149 0.3075947 0.9976851
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 32562 1804 62279 16569083 0.3433325 0.0001089 0.6566675 0.9998911
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 49246 7239 4168 16605075 0.9219680 0.0004358 0.0780320 0.9995642
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42993 6593 1107 16615035 0.9748980 0.0003967 0.0251020 0.9996033
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146207 1754 156 16517611 0.9989342 0.0001062 0.0010658 0.9998938
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 111 55320 1176 16609121 0.0862471 0.0033196 0.9137529 0.9966804
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 988680 10412 68597 15598039 0.9351192 0.0006671 0.0648808 0.9993329
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 145735 8324 1230 16510439 0.9916307 0.0005039 0.0083693 0.9994961
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1351372 57914 35455 15220987 0.9744344 0.0037905 0.0255656 0.9962095
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 37 5875 5236 16654580 0.0070169 0.0003526 0.9929831 0.9996474
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2163 526 42888 16620151 0.0480123 0.0000316 0.9519877 0.9999684
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 436861 591 40208 16188068 0.9157187 0.0000365 0.0842813 0.9999635
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 375908 3700 104486 16181634 0.7824994 0.0002286 0.2175006 0.9997714
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 42233 256 56647 16566592 0.4271137 0.0000155 0.5728863 0.9999845
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 414375 55583 42275 16153495 0.9074236 0.0034291 0.0925764 0.9965709
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27290 48035 2168 16588235 0.9264037 0.0028874 0.0735963 0.9971126
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 1 /Granulocytes /Granulocytes 9957966 231 91164 6622420 0.9909282 0.0000349 0.0090718 0.9999651
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 31469 215 22178 16617919 0.5865938 0.0000129 0.4134062 0.9999871
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 50606 3363 556 16617256 0.9891326 0.0002023 0.0108674 0.9997977
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63158 4394 2808 16601421 0.9574326 0.0002646 0.0425674 0.9997354
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 84592 7685 18230 16561274 0.8227033 0.0004638 0.1772967 0.9995362
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3141 2791 4439 16661410 0.4143799 0.0001675 0.5856201 0.9998325
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8012 1014 970 16661785 0.8920062 0.0000609 0.1079938 0.9999391
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 40829 2695 10067 16618190 0.8022045 0.0001621 0.1977955 0.9998379
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 9512 22713 14901 16624655 0.3896285 0.0013644 0.6103715 0.9986356
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 580827 6411 53121 16031422 0.9162061 0.0003997 0.0837939 0.9996003
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 886240 21082 156950 15607509 0.8495480 0.0013489 0.1504520 0.9986511
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 38336 81344 12498 16539603 0.7541409 0.0048941 0.2458591 0.9951059
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 40957 3930 54036 16572858 0.4311581 0.0002371 0.5688419 0.9997629
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2478 444 495 16668364 0.8335015 0.0000266 0.1664985 0.9999734
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 50079 12431 3300 16605971 0.9381779 0.0007480 0.0618221 0.9992520
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42905 5297 1221 16622358 0.9723292 0.0003186 0.0276708 0.9996814
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 144722 7564 1704 16517791 0.9883627 0.0004577 0.0116373 0.9995423
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 242 30793 1049 16639697 0.1874516 0.0018472 0.8125484 0.9981528
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1032217 16160 25859 15597545 0.9755604 0.0010350 0.0244396 0.9989650
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 142429 3595 4741 16521016 0.9677856 0.0002176 0.0322144 0.9997824
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1348058 52833 39212 15231678 0.9717344 0.0034566 0.0282656 0.9965434
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 371 16421 4897 16650092 0.0704252 0.0009853 0.9295748 0.9990147
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1501 62 43513 16626705 0.0333452 0.0000037 0.9666548 0.9999963
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 456631 5108 20921 16189121 0.9561912 0.0003154 0.0438088 0.9996846
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 403732 3778 76757 16187514 0.8402523 0.0002333 0.1597477 0.9997667
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 72891 4120 26137 16568633 0.7360645 0.0002486 0.2639355 0.9997514
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 419601 32877 37140 16182163 0.9186848 0.0020276 0.0813152 0.9979724
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 3241 22448 26174 16619918 0.1101819 0.0013488 0.8898181 0.9986512
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 1 /Granulocytes /Granulocytes 9615407 2503 51819 6358657 0.9946397 0.0003935 0.0053603 0.9996065
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 5235 0 46199 15976952 0.1017809 0.0000000 0.8982191 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48283 3532 1058 15975513 0.9785574 0.0002210 0.0214426 0.9997790
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 59770 6546 4114 15957956 0.9356020 0.0004100 0.0643980 0.9995900
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 89411 16037 9197 15913741 0.9067317 0.0010067 0.0932683 0.9989933
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3158 6079 4297 16014852 0.4236083 0.0003794 0.5763917 0.9996206
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6077 435 2555 16019319 0.7040083 0.0000272 0.2959917 0.9999728
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 46198 18662 2757 15960769 0.9436830 0.0011679 0.0563170 0.9988321
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 12269 16516 11425 15988176 0.5178104 0.0010319 0.4821896 0.9989681
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 556876 5960 51564 15413986 0.9152521 0.0003865 0.0847479 0.9996135
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 952576 18863 46841 15010106 0.9531317 0.0012551 0.0468683 0.9987449
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 37920 33094 11745 15945627 0.7635156 0.0020711 0.2364844 0.9979289
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 44988 6622 46333 15930443 0.4926359 0.0004155 0.5073641 0.9995845
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2108 176 733 16025369 0.7419923 0.0000110 0.2580077 0.9999890
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 43448 7782 7595 15969561 0.8512039 0.0004871 0.1487961 0.9995129
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41252 6328 1074 15979732 0.9746255 0.0003958 0.0253745 0.9996042
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140346 1545 461 15886034 0.9967260 0.0000972 0.0032740 0.9999028
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 279 29608 974 15997525 0.2226656 0.0018474 0.7773344 0.9981526
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 988025 13586 27762 14999013 0.9726695 0.0009050 0.0273305 0.9990950
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139604 10490 1606 15876686 0.9886269 0.0006603 0.0113731 0.9993397
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1290927 41910 42455 14653094 0.9681599 0.0028520 0.0318401 0.9971480
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 6 2110 5089 16021181 0.0011776 0.0001317 0.9988224 0.9998683
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1997 249 41250 15984890 0.0461766 0.0000156 0.9538234 0.9999844
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 436692 1854 22590 15567250 0.9508145 0.0001191 0.0491855 0.9998809
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 385647 2862 75703 15564174 0.8359098 0.0001839 0.1640902 0.9998161
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 66500 260 28441 15933185 0.7004350 0.0000163 0.2995650 0.9999837
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 383174 16746 56071 15572395 0.8723469 0.0010742 0.1276531 0.9989258
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 7784 20172 20721 15979709 0.2730749 0.0012608 0.7269251 0.9987392
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 1 /Granulocytes /Granulocytes 9695054 1401 53114 6414387 0.9945514 0.0002184 0.0054486 0.9997816
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 4268 0 47596 16112092 0.0822921 0.0000000 0.9177079 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48990 3128 709 16111129 0.9857341 0.0001941 0.0142659 0.9998059
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 61437 6058 3155 16093306 0.9511549 0.0003763 0.0488451 0.9996237
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 87503 11680 12240 16052533 0.8772846 0.0007271 0.1227154 0.9992729
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3734 1704 3492 16155026 0.5167451 0.0001055 0.4832549 0.9998945
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6216 563 2545 16154632 0.7095080 0.0000348 0.2904920 0.9999652
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 43580 2894 5962 16111520 0.8796577 0.0001796 0.1203423 0.9998204
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 11663 14573 12117 16125603 0.4904542 0.0009029 0.5095458 0.9990971
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 562147 6616 52712 15542481 0.9142698 0.0004255 0.0857302 0.9995745
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 922513 32245 90394 15118804 0.9107578 0.0021282 0.0892422 0.9978718
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 36686 66951 11341 16048978 0.7638620 0.0041543 0.2361380 0.9958457
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 33989 15725 57724 16056518 0.3706018 0.0009784 0.6293982 0.9990216
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 1082 3348 1793 16157733 0.3763478 0.0002072 0.6236522 0.9997928
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46937 6439 4910 16105670 0.9052983 0.0003996 0.0947017 0.9996004
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41603 7092 1107 16114154 0.9740810 0.0004399 0.0259190 0.9995601
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141002 1638 448 16020868 0.9968328 0.0001022 0.0031672 0.9998978
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 46 10030 1209 16152671 0.0366534 0.0006206 0.9633466 0.9993794
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 987569 11314 35228 15129845 0.9655572 0.0007472 0.0344428 0.9992528
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140812 8455 1516 16013173 0.9893485 0.0005277 0.0106515 0.9994723
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1305414 48528 39191 14770823 0.9708532 0.0032746 0.0291468 0.9967254
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 13 3477 5162 16155304 0.0025121 0.0002152 0.9974879 0.9997848
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 3881 558 40110 16119407 0.0882226 0.0000346 0.9117774 0.9999654
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 433163 993 28707 15701093 0.9378461 0.0000632 0.0621539 0.9999368
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 370770 1244 94177 15697765 0.7974457 0.0000792 0.2025543 0.9999208
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 62056 551 33733 16067616 0.6478406 0.0000343 0.3521594 0.9999657
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 388202 14312 54653 15706789 0.8765894 0.0009104 0.1234106 0.9990896
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17065 21645 11516 16113730 0.5970750 0.0013415 0.4029250 0.9986585
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 1 /Granulocytes /Granulocytes 9621018 224 94396 6398742 0.9902839 0.0000350 0.0097161 0.9999650
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 24381 3639 27709 16058651 0.4680553 0.0002266 0.5319447 0.9997734
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48463 2937 642 16062338 0.9869260 0.0001828 0.0130740 0.9998172
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 60992 3483 1975 16047930 0.9686344 0.0002170 0.0313656 0.9997830
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 86975 9261 12280 16005864 0.8762783 0.0005783 0.1237217 0.9994217
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4336 2956 3019 16104069 0.5895309 0.0001835 0.4104691 0.9998165
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 5341 604 3319 16105116 0.6167436 0.0000375 0.3832564 0.9999625
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 36454 2053 12554 16063319 0.7438377 0.0001278 0.2561623 0.9998722
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 10149 18571 13000 16072660 0.4384207 0.0011541 0.5615793 0.9988459
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 556662 4637 54995 15498086 0.9100885 0.0002991 0.0899115 0.9997009
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 735409 14232 271711 15093028 0.7302099 0.0009421 0.2697901 0.9990579
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 38188 168839 11892 15895461 0.7625399 0.0105102 0.2374601 0.9894898
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 43609 5817 48698 16016256 0.4724344 0.0003631 0.5275656 0.9996369
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2017 322 854 16111187 0.7025427 0.0000200 0.2974573 0.9999800
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46084 10919 5460 16051917 0.8940711 0.0006798 0.1059289 0.9993202
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41591 6499 1132 16065158 0.9735037 0.0004044 0.0264963 0.9995956
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141112 1521 512 15971235 0.9963848 0.0000952 0.0036152 0.9999048
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 96 13401 1148 16099735 0.0771704 0.0008317 0.9228296 0.9991683
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 999071 15680 25031 15074598 0.9755581 0.0010391 0.0244419 0.9989609
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 138340 4199 4251 15967590 0.9701875 0.0002629 0.0298125 0.9997371
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1292931 46745 46804 14727900 0.9650647 0.0031639 0.0349353 0.9968361
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 829 5602 4221 16103728 0.1641584 0.0003477 0.8358416 0.9996523
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1078 1292 42148 16069862 0.0249387 0.0000804 0.9750613 0.9999196
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 441642 5449 20393 15646896 0.9558627 0.0003481 0.0441373 0.9996519
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 391905 3854 72734 15645887 0.8434613 0.0002463 0.1565387 0.9997537
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 70145 705 25838 16017692 0.7308065 0.0000440 0.2691935 0.9999560
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402989 38379 37698 15635314 0.9144563 0.0024486 0.0855437 0.9975514
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17739 31689 10420 16054532 0.6299585 0.0019699 0.3700415 0.9980301
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1 /Granulocytes /Granulocytes 10035672 6267 9708 6614081 0.9990336 0.0009466 0.0009664 0.9990534
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 48305 11900 5229 16600294 0.9023238 0.0007163 0.0976762 0.9992837
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 42011 353 9211 16614153 0.8201749 0.0000212 0.1798251 0.9999788
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 64590 1752 1443 16597943 0.9781473 0.0001055 0.0218527 0.9998945
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 96379 10559 6428 16552362 0.9374751 0.0006375 0.0625249 0.9993625
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4717 2446 2842 16655723 0.6240243 0.0001468 0.3759757 0.9998532
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 7759 1112 1240 16655617 0.8622069 0.0000668 0.1377931 0.9999332
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 43297 687 7622 16614122 0.8503113 0.0000413 0.1496887 0.9999587
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 15652 2662 8785 16638629 0.6405042 0.0001600 0.3594958 0.9998400
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 629987 17919 4116 16013706 0.9935089 0.0011177 0.0064911 0.9988823
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1022208 7688 21283 15614549 0.9796040 0.0004921 0.0203960 0.9995079
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 42147 18221 8270 16597090 0.8359680 0.0010966 0.1640320 0.9989034
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 93146 15872 1695 16555015 0.9821280 0.0009578 0.0178720 0.9990422
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 45699 3446 7715 16608868 0.8555622 0.0002074 0.1444378 0.9997926
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 39080 334 5020 16621294 0.8861678 0.0000201 0.1138322 0.9999799
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146168 864 195 16518501 0.9986677 0.0000523 0.0013323 0.9999477
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 28 503 1259 16663938 0.0217560 0.0000302 0.9782440 0.9999698
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1053589 44677 3688 15563774 0.9965118 0.0028624 0.0034882 0.9971376
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139796 4084 7169 16514679 0.9512197 0.0002472 0.0487803 0.9997528
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1351509 11705 35318 15267196 0.9745332 0.0007661 0.0254668 0.9992339
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1266 164 4007 16660291 0.2400910 0.0000098 0.7599090 0.9999902
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 40122 9446 4929 16611231 0.8905907 0.0005683 0.1094093 0.9994317
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 460414 6876 16655 16181783 0.9650889 0.0004247 0.0349111 0.9995753
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 476764 62245 3630 16123089 0.9924437 0.0038458 0.0075563 0.9961542
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 92214 16223 6666 16550625 0.9325850 0.0009792 0.0674150 0.9990208
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402244 1918 54406 16207160 0.8808584 0.0001183 0.1191416 0.9998817
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 10967 75 18491 16636195 0.3722928 0.0000045 0.6277072 0.9999955
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1 /Granulocytes /Granulocytes 10036879 6806 12251 6615845 0.9987809 0.0010277 0.0012191 0.9989723
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 37308 2758 16339 16615376 0.6954350 0.0001660 0.3045650 0.9998340
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48321 4962 2841 16615657 0.9444705 0.0002985 0.0555295 0.9997015
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63614 1263 2352 16604552 0.9643453 0.0000761 0.0356547 0.9999239
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 97072 16406 5750 16552553 0.9440781 0.0009902 0.0559219 0.9990098
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5596 4930 1984 16659271 0.7382586 0.0002958 0.2617414 0.9997042
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8583 1487 399 16661312 0.9555778 0.0000892 0.0444222 0.9999108
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 45583 1213 5313 16619672 0.8956107 0.0000730 0.1043893 0.9999270
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19288 4898 5125 16642470 0.7900709 0.0002942 0.2099291 0.9997058
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 624098 8401 9850 16029432 0.9844624 0.0005238 0.0155376 0.9994762
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1025273 22424 17917 15606167 0.9828248 0.0014348 0.0171752 0.9985652
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 21588 7129 29246 16613818 0.4246764 0.0004289 0.5753236 0.9995711
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 92470 29625 2523 16547163 0.9734401 0.0017871 0.0265599 0.9982129
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2537 420 436 16668388 0.8533468 0.0000252 0.1466532 0.9999748
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 42208 2259 11171 16616143 0.7907229 0.0001359 0.2092771 0.9998641
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42598 4559 1528 16623096 0.9653719 0.0002742 0.0346281 0.9997258
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146189 863 237 16524492 0.9983814 0.0000522 0.0016186 0.9999478
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 92 3547 1199 16666943 0.0712626 0.0002128 0.9287374 0.9997872
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1032689 23064 25387 15590641 0.9760064 0.0014772 0.0239936 0.9985228
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 135245 1062 11925 16523549 0.9189713 0.0000643 0.0810287 0.9999357
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1373353 29093 13917 15255418 0.9899681 0.0019034 0.0100319 0.9980966
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3857 1250 1411 16665263 0.7321564 0.0000750 0.2678436 0.9999250
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 40603 5663 4411 16621104 0.9020083 0.0003406 0.0979917 0.9996594
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 466082 14068 11470 16180161 0.9759817 0.0008687 0.0240183 0.9991313
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 458323 10955 22166 16180337 0.9538678 0.0006766 0.0461322 0.9993234
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 91892 5349 7136 16567404 0.9279396 0.0003228 0.0720604 0.9996772
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 449416 16870 7325 16198170 0.9839625 0.0010404 0.0160375 0.9989596
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24990 4710 4425 16637656 0.8495665 0.0002830 0.1504335 0.9997170
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1 /Granulocytes /Granulocytes 9665560 8340 1666 6352820 0.9998277 0.0013111 0.0001723 0.9986889
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 46251 1675 5183 15975277 0.8992301 0.0001048 0.1007699 0.9998952
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48035 2633 1306 15976412 0.9735311 0.0001648 0.0264689 0.9998352
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63239 1139 645 15963363 0.9899036 0.0000713 0.0100964 0.9999287
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 95822 6680 2786 15923098 0.9717467 0.0004193 0.0282533 0.9995807
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3483 713 3972 16020218 0.4672032 0.0000445 0.5327968 0.9999555
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 7839 477 793 16019277 0.9081325 0.0000298 0.0918675 0.9999702
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 47746 624 1209 15978807 0.9753039 0.0000391 0.0246961 0.9999609
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20602 2783 3092 16001909 0.8695028 0.0001739 0.1304972 0.9998261
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 603637 4536 4803 15415410 0.9921060 0.0002942 0.0078940 0.9997058
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 981631 4031 17786 15024938 0.9822036 0.0002682 0.0177964 0.9997318
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46783 17114 2882 15961607 0.9419712 0.0010710 0.0580288 0.9989290
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 87521 2935 3800 15934130 0.9583885 0.0001842 0.0416115 0.9998158
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2442 81 399 16025464 0.8595565 0.0000051 0.1404435 0.9999949
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 49886 2417 1157 15974926 0.9773328 0.0001513 0.0226672 0.9998487
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 40264 117 2062 15985943 0.9512829 0.0000073 0.0487171 0.9999927
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140492 168 315 15887411 0.9977629 0.0000106 0.0022371 0.9999894
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 6 1253 16027127 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1010371 15309 5416 14997290 0.9946682 0.0010197 0.0053318 0.9989803
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139119 3230 2091 15883946 0.9851923 0.0002033 0.0148077 0.9997967
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1321470 7343 11912 14687661 0.9910663 0.0004997 0.0089337 0.9995003
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3230 255 1865 16023036 0.6339549 0.0000159 0.3660451 0.9999841
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 40408 2744 2839 15982395 0.9343538 0.0001717 0.0656462 0.9998283
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 451106 4656 8176 15564448 0.9821983 0.0002991 0.0178017 0.9997009
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 454837 7442 6513 15559594 0.9858827 0.0004781 0.0141173 0.9995219
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 93017 7102 1924 15926343 0.9797348 0.0004457 0.0202652 0.9995543
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 432536 4539 6709 15584602 0.9847261 0.0002912 0.0152739 0.9997088
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 21704 266 6801 15999615 0.7614103 0.0000166 0.2385897 0.9999834
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1 /Granulocytes /Granulocytes 9742488 3869 5680 6411919 0.9994173 0.0006030 0.0005827 0.9993970
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 49018 4446 2846 16107646 0.9451257 0.0002759 0.0548743 0.9997241
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48692 2684 1007 16111573 0.9797380 0.0001666 0.0202620 0.9998334
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63648 568 944 16098796 0.9853852 0.0000353 0.0146148 0.9999647
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 93741 3089 6002 16061124 0.9398254 0.0001923 0.0601746 0.9998077
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4241 585 2985 16156145 0.5869084 0.0000362 0.4130916 0.9999638
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8591 1383 170 16153812 0.9805958 0.0000856 0.0194042 0.9999144
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48120 766 1422 16113648 0.9712971 0.0000475 0.0287029 0.9999525
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 18606 1552 5174 16138624 0.7824222 0.0000962 0.2175778 0.9999038
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611806 7103 3053 15541994 0.9950346 0.0004568 0.0049654 0.9995432
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1003713 5254 9194 15145795 0.9909232 0.0003468 0.0090768 0.9996532
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 45593 11268 2434 16104661 0.9493202 0.0006992 0.0506798 0.9993008
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 87921 8619 3792 16063624 0.9586536 0.0005363 0.0413464 0.9994637
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2703 39 172 16161042 0.9401739 0.0000024 0.0598261 0.9999976
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 43634 271 8213 16111838 0.8415916 0.0000168 0.1584084 0.9999832
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41982 682 728 16120564 0.9829548 0.0000423 0.0170452 0.9999577
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141224 230 226 16022276 0.9984023 0.0000144 0.0015977 0.9999856
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 5 1254 16162696 0.0007968 0.0000003 0.9992032 0.9999997
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1012456 12426 10341 15128733 0.9898895 0.0008207 0.0101105 0.9991793
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139350 3381 2978 16018247 0.9790765 0.0002110 0.0209235 0.9997890
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1334877 10550 9728 14808801 0.9927652 0.0007119 0.0072348 0.9992881
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4829 2535 346 16156246 0.9331401 0.0001569 0.0668599 0.9998431
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 39471 2047 4520 16117918 0.8972517 0.0001270 0.1027483 0.9998730
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 451887 3333 9983 15698753 0.9783857 0.0002123 0.0216143 0.9997877
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 461230 16328 3717 15682681 0.9920055 0.0010401 0.0079945 0.9989599
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 93736 5320 2053 16062847 0.9785675 0.0003311 0.0214325 0.9996689
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 431426 3223 11429 15717878 0.9741925 0.0002050 0.0258075 0.9997950
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 25055 2361 3526 16133014 0.8766313 0.0001463 0.1233687 0.9998537
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1 /Granulocytes /Granulocytes 9714026 6719 1388 6392247 0.9998571 0.0010500 0.0001429 0.9989500
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 48028 3237 4062 16059053 0.9220196 0.0002015 0.0779804 0.9997985
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48216 5873 889 16059402 0.9818959 0.0003656 0.0181041 0.9996344
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62794 1804 173 16049609 0.9972525 0.0001124 0.0027475 0.9998876
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 91378 3286 7877 16011839 0.9206388 0.0002052 0.0793612 0.9997948
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4355 789 3000 16106236 0.5921142 0.0000490 0.4078858 0.9999510
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8142 746 518 16104974 0.9401848 0.0000463 0.0598152 0.9999537
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 47852 542 1156 16064830 0.9764120 0.0000337 0.0235880 0.9999663
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19998 1792 3151 16089439 0.8638818 0.0001114 0.1361182 0.9998886
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 608705 5606 2952 15497117 0.9951738 0.0003616 0.0048262 0.9996384
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1005445 25245 1675 15082015 0.9983368 0.0016711 0.0016632 0.9983289
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 28270 1648 21810 16062652 0.5644968 0.0001026 0.4355032 0.9998974
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 86359 1910 5948 16020163 0.9355629 0.0001192 0.0644371 0.9998808
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2724 165 147 16111344 0.9487983 0.0000102 0.0512017 0.9999898
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48985 1658 2559 16061178 0.9503531 0.0001032 0.0496469 0.9998968
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41190 455 1533 16071202 0.9641177 0.0000283 0.0358823 0.9999717
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141378 281 246 15972475 0.9982630 0.0000176 0.0017370 0.9999824
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 2 1244 16113134 0.0000000 0.0000001 1.0000000 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1000397 4941 23705 15085337 0.9768529 0.0003274 0.0231471 0.9996726
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140947 7672 1644 15964117 0.9884705 0.0004803 0.0115295 0.9995197
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1331198 15087 8537 14759558 0.9936278 0.0010211 0.0063722 0.9989789
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4636 1423 414 16107907 0.9180198 0.0000883 0.0819802 0.9999117
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 39226 2563 4000 16068591 0.9074631 0.0001595 0.0925369 0.9998405
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 454265 6251 7770 15646094 0.9831831 0.0003994 0.0168169 0.9996006
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 451056 7864 13583 15641877 0.9707666 0.0005025 0.0292334 0.9994975
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 91019 3334 4964 16015063 0.9482825 0.0002081 0.0517175 0.9997919
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 437984 12561 2703 15661132 0.9938664 0.0008014 0.0061336 0.9991986
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27205 5148 954 16081073 0.9661210 0.0003200 0.0338790 0.9996800
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 1 /Granulocytes /Granulocytes 9715363 6316 298597 6441976 0.9701819 0.0009795 0.0298181 0.9990205
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 22111 13448 28908 16397785 0.4333876 0.0008194 0.5666124 0.9991806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44229 25610 5940 16386473 0.8816002 0.0015604 0.1183998 0.9984396
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 61031 30255 4308 16366658 0.9340669 0.0018452 0.0659331 0.9981548
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 92616 29911 7658 16332067 0.9236293 0.0018281 0.0763707 0.9981719
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5655 8184 1492 16446921 0.7912411 0.0004974 0.2087589 0.9995026
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8762 4146 208 16449136 0.9768116 0.0002520 0.0231884 0.9997480
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 26607 6480 22442 16406723 0.5424575 0.0003948 0.4575425 0.9996052
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20667 12938 3565 16425082 0.8528805 0.0007871 0.1471195 0.9992129
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614243 44406 18579 15785024 0.9706410 0.0028053 0.0293590 0.9971947
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 930663 89941 67985 15373663 0.9319230 0.0058163 0.0680770 0.9941837
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 32047 41401 13571 16375233 0.7025078 0.0025219 0.2974922 0.9974781
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 85311 50181 8205 16318555 0.9122610 0.0030657 0.0877390 0.9969343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2963 16459289 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48511 24789 4359 16384593 0.9175525 0.0015107 0.0824475 0.9984893
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43556 12949 528 16405219 0.9880229 0.0007887 0.0119771 0.9992113
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146195 29084 160 16286813 0.9989068 0.0017826 0.0010932 0.9982174
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 89 5719 1096 16455348 0.0751055 0.0003474 0.9248945 0.9996526
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 992637 51593 40419 15377603 0.9608743 0.0033439 0.0391257 0.9966561
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 144331 27544 2230 16288147 0.9847845 0.0016882 0.0152155 0.9983118
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1270732 21084 75619 15094817 0.9438341 0.0013948 0.0561659 0.9986052
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1185 1761 3886 16455420 0.2336817 0.0001070 0.7663183 0.9998930
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 35488 6600 7982 16412182 0.8163791 0.0004020 0.1836209 0.9995980
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 459269 34403 14862 15953718 0.9686542 0.0021518 0.0313458 0.9978482
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 393636 33946 66712 15967958 0.8550835 0.0021214 0.1449165 0.9978786
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 72853 23549 15167 16350683 0.8276869 0.0014382 0.1723131 0.9985618
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 424758 77033 23754 15936707 0.9470382 0.0048104 0.0529618 0.9951896
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27054 23314 1458 16410426 0.9488636 0.0014187 0.0511364 0.9985813
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 1 /Granulocytes /Granulocytes 9957150 7043 81373 6478775 0.9918939 0.0010859 0.0081061 0.9989141
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 31223 8213 20065 16464840 0.6087779 0.0004986 0.3912221 0.9995014
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44836 14117 5243 16460145 0.8953054 0.0008569 0.1046946 0.9991431
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63336 11004 2266 16447735 0.9654584 0.0006686 0.0345416 0.9993314
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 86297 16041 12326 16409677 0.8750190 0.0009766 0.1249810 0.9990234
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5511 5126 1603 16512101 0.7746697 0.0003103 0.2253303 0.9996897
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8779 3489 183 16511890 0.9795805 0.0002113 0.0204195 0.9997887
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 32064 2608 17139 16472530 0.6516676 0.0001583 0.3483324 0.9998417
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20138 13522 4115 16486566 0.8303303 0.0008195 0.1696697 0.9991805
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611186 17143 20969 15875043 0.9668293 0.0010787 0.0331707 0.9989213
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 967396 82707 58565 15415673 0.9429169 0.0053365 0.0570831 0.9946635
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 12038 52469 36571 16423263 0.2476496 0.0031846 0.7523504 0.9968154
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 77085 16724 15404 16415128 0.8334505 0.0010178 0.1665495 0.9989822
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2902 1197 65 16520177 0.9780923 0.0000725 0.0219077 0.9999275
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48640 16768 4152 16454781 0.9213517 0.0010180 0.0786483 0.9989820
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43400 11711 691 16468539 0.9843279 0.0007106 0.0156721 0.9992894
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146242 23864 178 16354057 0.9987843 0.0014571 0.0012157 0.9985429
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 133 3554 1050 16519604 0.1124260 0.0002151 0.8875740 0.9997849
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1003277 53688 34802 15432574 0.9664746 0.0034668 0.0335254 0.9965332
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 144121 19986 2561 16357673 0.9825405 0.0012203 0.0174595 0.9987797
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1270455 16759 76853 15160274 0.9429581 0.0011042 0.0570419 0.9988958
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1677 1630 3422 16517612 0.3288880 0.0000987 0.6711120 0.9999013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 34922 2155 8243 16479021 0.8090351 0.0001308 0.1909649 0.9998692
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 458761 31778 15803 16017999 0.9667000 0.0019800 0.0333000 0.9980200
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 418672 13858 45804 16046007 0.9013856 0.0008629 0.0986144 0.9991371
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 84169 11770 7069 16421333 0.9225213 0.0007162 0.0774787 0.9992838
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 423746 19767 23939 16056889 0.9465271 0.0012295 0.0534729 0.9987705
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 23065 12776 2666 16485834 0.8963896 0.0007744 0.1036104 0.9992256
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 1 /Granulocytes /Granulocytes 9548455 6601 105344 6212150 0.9890878 0.0010615 0.0109122 0.9989385
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 25691 6157 23359 15817343 0.5237717 0.0003891 0.4762283 0.9996109
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44622 16354 3993 15807581 0.9178649 0.0010335 0.0821351 0.9989665
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 60953 17244 2532 15791821 0.9601166 0.0010908 0.0398834 0.9989092
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 85789 18396 9673 15758692 0.8986717 0.0011660 0.1013283 0.9988340
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6420 6432 823 15858875 0.8863730 0.0004054 0.1136270 0.9995946
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8358 3228 248 15860716 0.9711829 0.0002035 0.0288171 0.9997965
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 29938 3283 17309 15822020 0.6336487 0.0002075 0.3663513 0.9997925
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19533 11992 4026 15836999 0.8291099 0.0007566 0.1708901 0.9992434
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589088 18376 18067 15247019 0.9702432 0.0012038 0.0297568 0.9987962
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 945427 56914 33557 14836652 0.9657226 0.0038214 0.0342774 0.9961786
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 18647 21831 22504 15809568 0.4531360 0.0013790 0.5468640 0.9986210
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 77104 22759 12245 15760442 0.8629531 0.0014420 0.1370469 0.9985580
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2621 785 197 15868947 0.9300923 0.0000495 0.0699077 0.9999505
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46537 16237 3969 15805807 0.9214153 0.0010262 0.0785847 0.9989738
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41730 11593 565 15818662 0.9866414 0.0007323 0.0133586 0.9992677
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140629 25418 172 15706331 0.9987784 0.0016157 0.0012216 0.9983843
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 249 6657 910 15864734 0.2148404 0.0004194 0.7851596 0.9995806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 956302 55352 38354 14822542 0.9614399 0.0037204 0.0385601 0.9962796
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 138378 23279 2289 15708604 0.9837275 0.0014797 0.0162725 0.9985203
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1217467 16866 76839 14561378 0.9406330 0.0011569 0.0593670 0.9988431
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1566 1204 3286 15866494 0.3227535 0.0000759 0.6772465 0.9999241
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 32917 2005 8441 15829187 0.7959041 0.0001266 0.2040959 0.9998734
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 443189 36903 13699 15378759 0.9700167 0.0023939 0.0299833 0.9976061
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 393207 18473 52366 15408504 0.8824749 0.0011974 0.1175251 0.9988026
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 83557 15768 3593 15769632 0.9587722 0.0009989 0.0412278 0.9990011
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402475 30059 28016 15412000 0.9349208 0.0019466 0.0650792 0.9980534
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 23821 10575 1504 15836650 0.9406120 0.0006673 0.0593880 0.9993327
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 1 /Granulocytes /Granulocytes 9564167 6634 164114 6247318 0.9831302 0.0010608 0.0168698 0.9989392
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 28382 11030 21383 15921438 0.5703205 0.0006923 0.4296795 0.9993077
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 43906 14327 4796 15919204 0.9015236 0.0008992 0.0984764 0.9991008
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62072 27455 2173 15890533 0.9661764 0.0017248 0.0338236 0.9982752
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 88154 18523 8299 15867257 0.9139581 0.0011660 0.0860419 0.9988340
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6055 5325 893 15969960 0.8714738 0.0003333 0.1285262 0.9996667
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8539 3634 207 15969853 0.9763320 0.0002275 0.0236680 0.9997725
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 30721 4623 17340 15929549 0.6392085 0.0002901 0.3607915 0.9997099
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19777 12005 3848 15946603 0.8371217 0.0007523 0.1628783 0.9992477
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 594759 21456 18582 15347436 0.9697036 0.0013961 0.0302964 0.9986039
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 922495 57807 49056 14952875 0.9495075 0.0038511 0.0504925 0.9961489
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 29160 28703 12933 15911437 0.6927518 0.0018007 0.3072482 0.9981993
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 80641 35403 9643 15856546 0.8931926 0.0022277 0.1068074 0.9977723
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2722 986 142 15978383 0.9504190 0.0000617 0.0495810 0.9999383
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46314 18493 4998 15912428 0.9025959 0.0011608 0.0974041 0.9988392
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42139 12173 544 15927377 0.9872549 0.0007637 0.0127451 0.9992363
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141280 27113 159 15813681 0.9988758 0.0017116 0.0011242 0.9982884
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 154 4728 1004 15976347 0.1329879 0.0002958 0.8670121 0.9997042
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969377 55512 33911 14923433 0.9662001 0.0037060 0.0337999 0.9962940
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139421 21168 2285 15819359 0.9838751 0.0013363 0.0161249 0.9986637
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1228309 16045 75682 14662197 0.9419613 0.0010931 0.0580387 0.9989069
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1489 1149 3423 15976172 0.3031352 0.0000719 0.6968648 0.9999281
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 35106 4182 7375 15935570 0.8263930 0.0002624 0.1736070 0.9997376
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 445766 30001 13517 15492949 0.9705693 0.0019327 0.0294307 0.9980673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 398961 21603 49254 15512415 0.8901108 0.0013907 0.1098892 0.9986093
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 83298 17464 4010 15877461 0.9540706 0.0010987 0.0459294 0.9989013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 407755 41035 25896 15507547 0.9402838 0.0026391 0.0597162 0.9973609
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24386 10162 1461 15946224 0.9434751 0.0006369 0.0565249 0.9993631
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 1 /Granulocytes /Granulocytes 9608228 6560 93816 6248281 0.9903303 0.0010488 0.0096697 0.9989512
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 30484 7402 19297 15899702 0.6123621 0.0004653 0.3876379 0.9995347
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 43244 10852 4740 15898049 0.9012171 0.0006821 0.0987829 0.9993179
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 60823 17982 1846 15876234 0.9705436 0.0011314 0.0294564 0.9988686
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 87121 15407 8474 15845883 0.9113552 0.0009714 0.0886448 0.9990286
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6031 3802 977 15946075 0.8605879 0.0002384 0.1394121 0.9997616
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8429 3067 210 15945179 0.9756916 0.0001923 0.0243084 0.9998077
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 31594 2697 15823 15906771 0.6663011 0.0001695 0.3336989 0.9998305
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19595 13226 3298 15920766 0.8559385 0.0008300 0.1440615 0.9991700
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589694 15993 19855 15331343 0.9674267 0.0010421 0.0325733 0.9989579
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 944162 67369 42125 14903229 0.9572893 0.0045001 0.0427107 0.9954999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 15702 33056 28356 15879771 0.3563938 0.0020773 0.6436062 0.9979227
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 74872 17042 14836 15850135 0.8346190 0.0010740 0.1653810 0.9989260
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2647 660 196 15953382 0.9310587 0.0000414 0.0689413 0.9999586
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48323 18769 2765 15887028 0.9458777 0.0011800 0.0541223 0.9988200
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42002 11291 681 15902911 0.9840452 0.0007095 0.0159548 0.9992905
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141433 23201 184 15792067 0.9987007 0.0014670 0.0012993 0.9985330
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 217 7749 906 15948013 0.1932324 0.0004857 0.8067676 0.9995143
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969419 48371 33617 14905478 0.9664848 0.0032347 0.0335152 0.9967653
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139202 18113 2514 15797056 0.9822603 0.0011453 0.0177397 0.9988547
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1234576 17677 68039 14636593 0.9477674 0.0012063 0.0522326 0.9987937
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1770 1467 2869 15950779 0.3815477 0.0000920 0.6184523 0.9999080
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 34383 2285 7079 15913138 0.8292654 0.0001436 0.1707346 0.9998564
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 442914 30952 15925 15467094 0.9652928 0.0019972 0.0347072 0.9980028
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 403596 15587 44389 15493313 0.9009141 0.0010050 0.0990859 0.9989950
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 80289 10186 6065 15860345 0.9297658 0.0006418 0.0702342 0.9993582
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 406107 20111 25528 15505139 0.9408574 0.0012954 0.0591426 0.9987046
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24273 12634 1345 15918633 0.9474979 0.0007930 0.0525021 0.9992070
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 1 /Granulocytes /Granulocytes 358375 235926 9687005 6384422 0.0356756 0.0356365 0.9643244 0.9643635
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1941 592363 51593 16019831 0.0362573 0.0356583 0.9637427 0.9643417
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1826 587636 49396 16026870 0.0356487 0.0353689 0.9643513 0.9646311
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2350 592502 63683 16007193 0.0355883 0.0356935 0.9644117 0.9643065
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3626 594534 99181 15968387 0.0352700 0.0358955 0.9647300 0.9641045
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 253 598722 7306 16059447 0.0334700 0.0359416 0.9665300 0.9640584
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 304 593393 8695 16063336 0.0337815 0.0356248 0.9662185 0.9643752
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1812 588213 49107 16026596 0.0355859 0.0354029 0.9644141 0.9645971
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 848 598444 23589 16042847 0.0347015 0.0359614 0.9652985 0.9640386
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 22648 570639 611455 15460986 0.0357166 0.0355946 0.9642834 0.9644054
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 37216 562997 1006275 15059240 0.0356649 0.0360382 0.9643351 0.9639618
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1820 593141 48597 16022170 0.0360989 0.0356985 0.9639011 0.9643015
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3358 595366 91483 15975521 0.0354066 0.0359284 0.9645934 0.9640716
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1905 593214 51509 16019100 0.0356648 0.0357093 0.9643352 0.9642907
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1547 589831 42553 16031797 0.0350794 0.0354858 0.9649206 0.9645142
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 5225 590313 141138 15929052 0.0356989 0.0357346 0.9643011 0.9642654
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 42 592661 1245 16071780 0.0326340 0.0355644 0.9673660 0.9644356
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 38174 561510 1019103 15046941 0.0361060 0.0359747 0.9638940 0.9640253
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 5265 586604 141700 15932159 0.0358249 0.0355114 0.9641751 0.9644886
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 49493 548360 1337334 14730541 0.0356879 0.0358900 0.9643121 0.9641100
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 169 591189 5104 16069266 0.0320501 0.0354846 0.9679499 0.9645154
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1673 594397 43378 16026280 0.0371357 0.0357625 0.9628643 0.9642375
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 17155 581640 459914 15607019 0.0359592 0.0359289 0.9640408 0.9640711
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 17185 579779 463209 15605555 0.0357727 0.0358213 0.9642273 0.9641787
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3637 593285 95243 15973563 0.0367820 0.0358116 0.9632180 0.9641884
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 16178 576939 440472 15632139 0.0354276 0.0355936 0.9645724 0.9644064
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1060 593922 28398 16042348 0.0359834 0.0357004 0.9640166 0.9642996
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 1 /Granulocytes /Granulocytes 346506 227746 9702624 6394905 0.0344812 0.0343889 0.9655188 0.9656111
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1917 577796 51730 16040338 0.0357336 0.0347690 0.9642664 0.9652310
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1812 572891 49350 16047728 0.0354169 0.0344687 0.9645831 0.9655313
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2254 567496 63712 16038319 0.0341691 0.0341745 0.9658309 0.9658255
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3630 575314 99192 15993645 0.0353037 0.0347224 0.9646963 0.9652776
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 279 575473 7301 16088728 0.0368074 0.0345335 0.9631926 0.9654665
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 302 572172 8680 16090627 0.0336228 0.0343383 0.9663772 0.9656617
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1747 567862 49149 16053023 0.0343249 0.0341656 0.9656751 0.9658344
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 843 573122 23570 16074246 0.0345308 0.0344272 0.9654692 0.9655728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21901 556308 612047 15481525 0.0345470 0.0346872 0.9654530 0.9653128
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 36044 543840 1007146 15084751 0.0345517 0.0347978 0.9654483 0.9652022
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1739 575966 49095 16044981 0.0342094 0.0346530 0.9657906 0.9653470
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3349 573683 91644 16003105 0.0352552 0.0346076 0.9647448 0.9653924
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 104 569802 2869 16099006 0.0349815 0.0341837 0.9650185 0.9658163
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1877 570109 51502 16048293 0.0351636 0.0343059 0.9648364 0.9656941
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1425 572866 42701 16054789 0.0322939 0.0344526 0.9677061 0.9655474
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 5091 568120 141335 15957235 0.0347684 0.0343787 0.9652316 0.9656213
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 51 570962 1240 16099528 0.0395043 0.0342499 0.9604957 0.9657501
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 36010 536371 1022066 15077334 0.0340335 0.0343526 0.9659665 0.9656474
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 5048 570342 142122 15954269 0.0343005 0.0345147 0.9656995 0.9654853
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 47629 527577 1339641 14756934 0.0343329 0.0345171 0.9656671 0.9654829
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 176 578879 5092 16087634 0.0334093 0.0347331 0.9665907 0.9652669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1548 569638 43466 16057129 0.0343893 0.0342603 0.9656107 0.9657397
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 16467 559482 461085 15634747 0.0344821 0.0345482 0.9655179 0.9654518
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 16628 556623 463861 15634669 0.0346064 0.0343779 0.9653936 0.9656221
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3425 574861 95603 15997892 0.0345862 0.0346871 0.9654138 0.9653129
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15648 559081 441093 15655959 0.0342601 0.0344792 0.9657399 0.9655208
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 980 574269 28435 16068097 0.0333163 0.0345065 0.9666837 0.9654935
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 1 /Granulocytes /Granulocytes 333293 218757 9333933 6142403 0.0344766 0.0343895 0.9655234 0.9656105
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1807 551932 49627 15425020 0.0351324 0.0345455 0.9648676 0.9654545
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1758 550810 47583 15428235 0.0356296 0.0344708 0.9643704 0.9655292
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2269 549775 61615 15414727 0.0355175 0.0344373 0.9644825 0.9655627
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3475 549690 95133 15380088 0.0352405 0.0345071 0.9647595 0.9654929
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 271 550195 7184 15470736 0.0363514 0.0343423 0.9636486 0.9656577
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 301 556328 8331 15463426 0.0348703 0.0347276 0.9651297 0.9652724
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1673 545867 47282 15433564 0.0341742 0.0341606 0.9658258 0.9658394
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 804 555786 22890 15448906 0.0339326 0.0347264 0.9660674 0.9652736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21142 535130 587298 14884816 0.0347479 0.0347038 0.9652521 0.9652962
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 34356 518267 965061 14510702 0.0343760 0.0344845 0.9656240 0.9655155
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1782 551701 47883 15427020 0.0358804 0.0345272 0.9641196 0.9654728
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3159 552359 88162 15384706 0.0345923 0.0346588 0.9654077 0.9653412
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 111 551696 2730 15473849 0.0390707 0.0344260 0.9609293 0.9655740
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1686 554189 49357 15423154 0.0330310 0.0346859 0.9669690 0.9653141
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1488 548750 40838 15437310 0.0351557 0.0343268 0.9648443 0.9656732
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 4917 545033 135890 15342546 0.0349201 0.0343056 0.9650799 0.9656944
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 547892 1212 15479241 0.0327215 0.0341853 0.9672785 0.9658147
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35228 516077 980559 14496522 0.0346805 0.0343763 0.9653195 0.9656237
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 4890 548169 136320 15339007 0.0346293 0.0345039 0.9653707 0.9654961
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46461 511012 1286921 14183992 0.0348445 0.0347745 0.9651555 0.9652255
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 192 548793 4903 15474498 0.0376840 0.0342497 0.9623160 0.9657503
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1524 551785 41723 15433354 0.0352394 0.0345186 0.9647606 0.9654814
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 15717 540123 443565 15028981 0.0342208 0.0346920 0.9657792 0.9653080
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 15830 538955 445520 15028081 0.0343123 0.0346216 0.9656877 0.9653784
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3236 544483 91705 15388962 0.0340843 0.0341723 0.9659157 0.9658277
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15322 541938 423923 15047203 0.0348826 0.0347638 0.9651174 0.9652362
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1001 548137 27504 15451744 0.0351166 0.0342588 0.9648834 0.9657412
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 1 /Granulocytes /Granulocytes 336185 220573 9411983 6195215 0.0344870 0.0343797 0.9655130 0.9656203
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1712 554745 50152 15557347 0.0330094 0.0344304 0.9669906 0.9655696
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1705 550613 47994 15563644 0.0343065 0.0341693 0.9656935 0.9658307
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2201 555444 62391 15543920 0.0340754 0.0345010 0.9659246 0.9654990
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3527 557740 96216 15506473 0.0353609 0.0347194 0.9646391 0.9652806
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 254 552039 6972 15604691 0.0351508 0.0341677 0.9648492 0.9658323
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 303 556473 8458 15598722 0.0345851 0.0344455 0.9654149 0.9655545
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1725 554112 47817 15560302 0.0348189 0.0343861 0.9651811 0.9656139
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 797 553034 22983 15587142 0.0335156 0.0342644 0.9664844 0.9657356
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21083 540861 593776 15008236 0.0342892 0.0347841 0.9657108 0.9652159
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 35059 525504 977848 14625545 0.0346123 0.0346843 0.9653877 0.9653157
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1700 559754 46327 15556175 0.0353968 0.0347330 0.9646032 0.9652670
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3107 551465 88606 15520778 0.0338774 0.0343116 0.9661226 0.9656884
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 102 555000 2773 15606081 0.0354783 0.0343418 0.9645217 0.9656582
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1877 556498 49970 15555611 0.0362027 0.0345391 0.9637973 0.9654609
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1484 555840 41226 15565406 0.0347460 0.0344787 0.9652540 0.9655213
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 4933 555730 136517 15466776 0.0348745 0.0346843 0.9651255 0.9653157
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 552532 1214 15610169 0.0326693 0.0341856 0.9673307 0.9658144
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35820 526347 986977 14614812 0.0350216 0.0347627 0.9649784 0.9652373
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 4907 552737 137421 15468891 0.0344767 0.0344994 0.9655233 0.9655006
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46816 514191 1297789 14305160 0.0348177 0.0346973 0.9651823 0.9653027
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 193 553407 4982 15605374 0.0372947 0.0342481 0.9627053 0.9657519
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1548 556240 42443 15563725 0.0351890 0.0345063 0.9648110 0.9654937
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 15909 544318 445961 15157768 0.0344448 0.0346653 0.9655552 0.9653347
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 16016 541241 448931 15157768 0.0344469 0.0344761 0.9655531 0.9655239
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3294 551672 92495 15516495 0.0343881 0.0343332 0.9656119 0.9656668
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15236 544258 427619 15176843 0.0344040 0.0346196 0.9655960 0.9653804
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 940 557255 27641 15578120 0.0328890 0.0345362 0.9671110 0.9654638
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 1 /Granulocytes /Granulocytes 337546 221328 9377868 6177638 0.0347433 0.0345881 0.9652567 0.9654119
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1805 553229 50285 15509061 0.0346516 0.0344427 0.9653484 0.9655573
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1678 548884 47427 15516391 0.0341717 0.0341659 0.9658283 0.9658341
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2153 548489 60814 15502924 0.0341925 0.0341708 0.9658075 0.9658292
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3451 556958 95804 15458167 0.0347690 0.0347770 0.9652310 0.9652230
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 255 551557 7100 15555468 0.0346703 0.0342433 0.9653297 0.9657567
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 292 553097 8368 15552623 0.0337182 0.0343417 0.9662818 0.9656583
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1635 554475 47373 15510897 0.0333619 0.0345137 0.9666381 0.9654863
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 814 558910 22335 15532321 0.0351635 0.0347338 0.9648365 0.9652662
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21246 538158 590411 14964565 0.0347352 0.0347138 0.9652648 0.9652862
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 34708 518552 972412 14588708 0.0344626 0.0343247 0.9655374 0.9656753
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1706 554490 48374 15509810 0.0340655 0.0345169 0.9659345 0.9654831
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3067 552379 89240 15469694 0.0332261 0.0344761 0.9667739 0.9655239
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 98 550778 2773 15560731 0.0341344 0.0341854 0.9658656 0.9658146
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1727 550458 49817 15512378 0.0335054 0.0342690 0.9664946 0.9657310
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1471 553342 41252 15518315 0.0344311 0.0344297 0.9655689 0.9655703
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 4921 553539 136703 15419217 0.0347469 0.0346552 0.9652531 0.9653448
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 48 556505 1196 15556631 0.0385852 0.0345373 0.9614148 0.9654627
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35533 524870 988569 14565408 0.0346967 0.0347820 0.9653033 0.9652180
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 4961 553776 137630 15418013 0.0347918 0.0346721 0.9652082 0.9653279
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46152 508934 1293583 14265711 0.0344486 0.0344464 0.9655514 0.9655536
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 165 552733 4885 15556597 0.0326733 0.0343114 0.9673267 0.9656886
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1516 556233 41710 15514921 0.0350715 0.0346106 0.9649285 0.9653894
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 16001 539969 446034 15112376 0.0346316 0.0344976 0.9653684 0.9655024
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 15984 539545 448655 15110196 0.0344009 0.0344763 0.9655991 0.9655237
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3297 553409 92686 15464988 0.0343498 0.0345483 0.9656502 0.9654517
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15258 538741 425429 15134952 0.0346232 0.0343723 0.9653768 0.9656277
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1049 558460 27110 15527761 0.0372527 0.0347167 0.9627473 0.9652833
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 1 APCs APCs 48381 316296 33849 1683006 0.5883619 0.1582032 0.4116381 0.8417968
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2040948 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 3 CD15+ CD15+ 0 3 430 2081099 0.0000000 0.0000014 1.0000000 0.9999986
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 4 CD19+ CD19+ 73652 4130 8300 1995450 0.8987212 0.0020654 0.1012788 0.9979346
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 5 CD20+ CD20+ 0 0 2779 2078753 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 6 CD3+ CD3+ 598873 49006 17548 1416105 0.9715324 0.0334487 0.0284676 0.9665513
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 28325 124 2053083 0.0000000 0.0136086 1.0000000 0.9863914
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2052226 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 9 Other Other 0 0 261061 1820471 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 10 ungated ungated 836644 126222 130001 988665 0.8655132 0.1132151 0.1344868 0.8867849
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 1 APCs APCs 0 0 172248 2513214 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 3 CD15+ CD15+ 105 656 268 2684433 0.2815013 0.0002443 0.7184987 0.9997557
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 4 CD19+ CD19+ 265 460 116356 2568381 0.0022723 0.0001791 0.9977277 0.9998209
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 5 CD20+ CD20+ 0 0 2769 2682693 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 6 CD3+ CD3+ 3082 985 896322 1785073 0.0034267 0.0005515 0.9965733 0.9994485
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2656307 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2656156 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 9 Other Other 0 0 261061 2424401 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 10 ungated ungated 1142442 1281848 32083 229089 0.9726843 0.8483795 0.0273157 0.1516205
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 1 APCs APCs 0 0 172248 2098285 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2229949 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 3 CD15+ CD15+ 5 20 363 2270145 0.0135870 0.0000088 0.9864130 0.9999912
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 4 CD19+ CD19+ 92685 3743 2562 2171543 0.9731015 0.0017207 0.0268985 0.9982793
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 5 CD20+ CD20+ 1396 26645 256 2242236 0.8450363 0.0117437 0.1549637 0.9882563
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 6 CD3+ CD3+ 740895 48439 18508 1462691 0.9756282 0.0320548 0.0243718 0.9679452
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2241378 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2241227 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 9 Other Other 150771 309777 24530 1785455 0.8600693 0.1478485 0.1399307 0.8521515
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 10 ungated ungated 782677 113480 184592 1189784 0.8091617 0.0870737 0.1908383 0.9129263
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 1 APCs APCs 0 0 172248 1805943 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 1937607 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 3 CD15+ CD15+ 2 4 394 1977791 0.0050505 0.0000020 0.9949495 0.9999980
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 4 CD19+ CD19+ 70163 3126 13044 1891858 0.8432343 0.0016496 0.1567657 0.9983504
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 5 CD20+ CD20+ 0 0 2779 1975412 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 6 CD3+ CD3+ 618717 47413 10631 1301430 0.9831079 0.0351509 0.0168921 0.9648491
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 1949036 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 3 28882 114 1949192 0.0256410 0.0146011 0.9743590 0.9853989
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 9 Other Other 139435 273465 26132 1539159 0.8421666 0.1508669 0.1578334 0.8491331
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 10 ungated ungated 680474 116507 174316 1006894 0.7960715 0.1037092 0.2039285 0.8962908
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dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2228311 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 3 CD15+ CD15+ 23 54 400 2268418 0.0543735 0.0000238 0.9456265 0.9999762
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 4 CD19+ CD19+ 88478 5782 1621 2173014 0.9820087 0.0026538 0.0179913 0.9973462
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 5 CD20+ CD20+ 636 30651 536 2237072 0.5426621 0.0135162 0.4573379 0.9864838
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 6 CD3+ CD3+ 690885 57253 11036 1509721 0.9842774 0.0365373 0.0157226 0.9634627
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2239740 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2239589 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 9 Other Other 0 0 261061 2007834 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 10 ungated ungated 879221 515912 63705 810057 0.9324390 0.3890830 0.0675610 0.6109170
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 1 APCs APCs 30924 304672 51306 1694630 0.3760671 0.1523892 0.6239329 0.8476108
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2040948 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 3 CD15+ CD15+ 305 12086 125 2069016 0.7093023 0.0058075 0.2906977 0.9941925
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 4 CD19+ CD19+ 80746 26567 1206 1973013 0.9852841 0.0132863 0.0147159 0.9867137
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 5 CD20+ CD20+ 0 0 2779 2078753 0.0000000 0.0000000 1.0000000 1.0000000
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dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 10 32944 114 2048464 0.0806452 0.0158277 0.9193548 0.9841723
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2052226 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 9 Other Other 0 0 261061 1820471 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 10 ungated ungated 687912 3007 278733 1111880 0.7116491 0.0026971 0.2883509 0.9973029
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dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 4 CD19+ CD19+ 108092 21030 8529 2547811 0.9268657 0.0081866 0.0731343 0.9918134
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 5 CD20+ CD20+ 416 34976 2353 2647717 0.1502347 0.0130376 0.8497653 0.9869624
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 6 CD3+ CD3+ 898092 108892 1312 1677166 0.9985413 0.0609678 0.0014587 0.9390322
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2656307 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2656156 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 9 Other Other 0 0 261061 2424401 0.0000000 0.0000000 1.0000000 1.0000000
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dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 4 CD19+ CD19+ 65134 13477 30113 2161809 0.6838431 0.0061955 0.3161569 0.9938045
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 5 CD20+ CD20+ 298 227345 1354 2041536 0.1803874 0.1002014 0.8196126 0.8997986
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 6 CD3+ CD3+ 758095 83433 1308 1427697 0.9982776 0.0552123 0.0017224 0.9447877
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2241378 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2241227 0.0000000 0.0000000 1.0000000 1.0000000
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dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2239589 0.0000000 0.0000000 1.0000000 1.0000000
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dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 3 CD15+ CD15+ 0 1 430 2081101 0.0000000 0.0000005 1.0000000 0.9999995
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dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2052226 0.0000000 0.0000000 1.0000000 1.0000000
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dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2656307 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2656156 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 9 Other Other 0 0 261061 2424401 0.0000000 0.0000000 1.0000000 1.0000000
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dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2241227 0.0000000 0.0000000 1.0000000 1.0000000
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dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 6 CD3+ CD3+ 3060 1794 806930 1603812 0.0037778 0.0011173 0.9962222 0.9988827
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 28411 2387185 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 27787 2387809 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 9 Other Other 0 0 205887 2209709 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 10 ungated ungated 1098807 1109968 17417 189404 0.9843965 0.8542342 0.0156035 0.1457658
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 1 APCs APCs 0 0 168479 1945842 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 39418 2074903 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 3 CD15+ CD15+ 368 5086 0 2108867 1.0000000 0.0024059 0.0000000 0.9975941
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 4 CD19+ CD19+ 53322 9989 34259 2016751 0.6088307 0.0049286 0.3911693 0.9950714
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 5 CD20+ CD20+ 415 6142 1069 2106695 0.2796496 0.0029070 0.7203504 0.9970930
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 6 CD3+ CD3+ 599192 91222 38249 1385658 0.9399960 0.0617667 0.0600040 0.9382333
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 28963 2085358 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 28833 2085488 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 9 Other Other 160272 311002 12065 1630982 0.9299918 0.1601465 0.0700082 0.8398535
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 10 ungated ungated 742874 134437 206543 1030467 0.7824528 0.1154061 0.2175472 0.8845939
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 1 APCs APCs 0 0 168511 1708124 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 39570 1837065 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 3 CD15+ CD15+ 368 2423 26 1873818 0.9340102 0.0012914 0.0659898 0.9987086
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 4 CD19+ CD19+ 37606 9381 39522 1790126 0.4875791 0.0052131 0.5124209 0.9947869
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 5 CD20+ CD20+ 0 0 2679 1873956 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 6 CD3+ CD3+ 528716 91575 27884 1228460 0.9499030 0.0693732 0.0500970 0.9306268
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 26083 1850552 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 90 58932 19 1817594 0.8256881 0.0314048 0.1743119 0.9685952
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 9 Other Other 136690 299181 26520 1414244 0.8375100 0.1746099 0.1624900 0.8253901
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 10 ungated ungated 635003 76670 207348 957614 0.7538461 0.0741286 0.2461539 0.9258714
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 1 APCs APCs 0 0 162070 2012967 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 37335 2137702 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 3 CD15+ CD15+ 413 3999 10 2170615 0.9763593 0.0018389 0.0236407 0.9981611
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 4 CD19+ CD19+ 68301 15299 15290 2076147 0.8170856 0.0073150 0.1829144 0.9926850
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 5 CD20+ CD20+ 965 78697 128 2095247 0.8828911 0.0362001 0.1171089 0.9637999
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 6 CD3+ CD3+ 640059 116740 15226 1403012 0.9767643 0.0768152 0.0232357 0.9231848
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 28647 2146390 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 28308 2146729 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 9 Other Other 0 0 247094 1927943 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 10 ungated ungated 795410 455154 135781 788692 0.8541857 0.3659247 0.1458143 0.6340753
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 1 APCs APCs 13856 333447 68374 1665855 0.1685030 0.1667817 0.8314970 0.8332183
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2040948 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 3 CD15+ CD15+ 68 347217 362 1733885 0.1581395 0.1668429 0.8418605 0.8331571
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 4 CD19+ CD19+ 13626 331677 68326 1667903 0.1662681 0.1658733 0.8337319 0.8341267
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 5 CD20+ CD20+ 0 0 2779 2078753 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 6 CD3+ CD3+ 102378 245021 514043 1220090 0.1660845 0.1672372 0.8339155 0.8327628
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 17 346697 107 1734711 0.1370968 0.1665685 0.8629032 0.8334315
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2052226 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 9 Other Other 0 0 261061 1820471 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 10 ungated ungated 161125 186403 805520 928484 0.1666848 0.1671945 0.8333152 0.8328055
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 1 APCs APCs 0 0 172248 2513214 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 3 CD15+ CD15+ 72 447646 301 2237443 0.1930295 0.1667155 0.8069705 0.8332845
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 4 CD19+ CD19+ 19308 426475 97313 2142366 0.1655619 0.1660184 0.8344381 0.8339816
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 5 CD20+ CD20+ 440 447571 2329 2235122 0.1589021 0.1668365 0.8410979 0.8331635
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 6 CD3+ CD3+ 149553 297604 749851 1488454 0.1662801 0.1666262 0.8337199 0.8333738
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2656307 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2656156 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 9 Other Other 0 0 261061 2424401 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 10 ungated ungated 196044 252667 978481 1258270 0.1669134 0.1672254 0.8330866 0.8327746
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 1 APCs APCs 0 0 172248 2098285 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2229949 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 3 CD15+ CD15+ 61 378797 307 1891368 0.1657609 0.1668588 0.8342391 0.8331412
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 4 CD19+ CD19+ 16019 363202 79228 1812084 0.1681838 0.1669675 0.8318162 0.8330325
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 5 CD20+ CD20+ 276 378481 1376 1890400 0.1670702 0.1668139 0.8329298 0.8331861
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 6 CD3+ CD3+ 126328 252501 633075 1258629 0.1663517 0.1670942 0.8336483 0.8329058
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2241378 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2241227 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 9 Other Other 29302 348644 145999 1746588 0.1671525 0.1663988 0.8328475 0.8336012
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 10 ungated ungated 160783 216139 806486 1087125 0.1662237 0.1658444 0.8337763 0.8341556
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 1 APCs APCs 0 0 172248 1805943 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 1937607 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 3 CD15+ CD15+ 65 329952 331 1647843 0.1641414 0.1668282 0.8358586 0.8331718
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 4 CD19+ CD19+ 13866 316387 69341 1578597 0.1666446 0.1669602 0.8333554 0.8330398
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 5 CD20+ CD20+ 0 0 2779 1975412 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 6 CD3+ CD3+ 105222 225009 524126 1123834 0.1671921 0.1668163 0.8328079 0.8331837
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 1949036 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 21 327997 96 1650077 0.1794872 0.1658163 0.8205128 0.8341837
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 9 Other Other 27710 301913 137857 1510711 0.1673643 0.1665613 0.8326357 0.8334387
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 10 ungated ungated 142678 187371 712112 936030 0.1669159 0.1667891 0.8330841 0.8332109
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 1 APCs APCs 0 0 172248 2096647 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2228311 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 3 CD15+ CD15+ 86 453621 337 1814851 0.2033097 0.1999676 0.7966903 0.8000324
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 4 CD19+ CD19+ 18108 434203 71991 1744593 0.2009789 0.1992858 0.7990211 0.8007142
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 5 CD20+ CD20+ 234 453072 938 1814651 0.1996587 0.1997916 0.8003413 0.8002084
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 6 CD3+ CD3+ 140452 314363 561469 1252611 0.2000966 0.2006179 0.7999034 0.7993821
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2239740 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2239589 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 9 Other Other 0 0 261061 2007834 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 10 ungated ungated 188991 265765 753935 1060204 0.2004304 0.2004308 0.7995696 0.7995692
dataset_name-Levine_seed-42 cyanno num-1 run0 1 Basophils Basophils 1 2 945 190403 0.0010571 0.0000105 0.9989429 0.9999895
dataset_name-Levine_seed-42 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 16 16 1762 189557 0.0089989 0.0000844 0.9910011 0.9999156
dataset_name-Levine_seed-42 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 105 108 2497 188641 0.0403536 0.0005722 0.9596464 0.9994278
dataset_name-Levine_seed-42 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 40 40 2026 189245 0.0193611 0.0002113 0.9806389 0.9997887
dataset_name-Levine_seed-42 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 2 3 664 190682 0.0030030 0.0000157 0.9969970 0.9999843
dataset_name-Levine_seed-42 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3855 3936 14276 169284 0.2126193 0.0227225 0.7873807 0.9772775
dataset_name-Levine_seed-42 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 3454 3492 9751 174654 0.2615676 0.0196019 0.7384324 0.9803981
dataset_name-Levine_seed-42 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 3701 3829 8619 175202 0.3004058 0.0213874 0.6995942 0.9786126
dataset_name-Levine_seed-42 cyanno num-1 run0 10 Monocytes Monocytes 1193 1205 14918 174035 0.0740488 0.0068763 0.9259512 0.9931237
dataset_name-Levine_seed-42 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 1 1 242 191107 0.0041152 0.0000052 0.9958848 0.9999948
dataset_name-Levine_seed-42 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 203 212 3149 187787 0.0605609 0.0011277 0.9394391 0.9988723
dataset_name-Levine_seed-42 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 3 3 200 191145 0.0147783 0.0000157 0.9852217 0.9999843
dataset_name-Levine_seed-42 cyanno num-1 run0 14 pDCs pDCs 1 2 657 190691 0.0015198 0.0000105 0.9984802 0.9999895
dataset_name-Levine_seed-42 cyanno num-1 run0 15 ungated ungated 106039 59888 12849 12575 0.8919235 0.8264632 0.1080765 0.1735368
dataset_name-Levine_seed-42 cyanno num-2 run0 1 Basophils Basophils 44 45 217 73970 0.1685824 0.0006080 0.8314176 0.9993920
dataset_name-Levine_seed-42 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 108 109 362 73697 0.2297872 0.0014768 0.7702128 0.9985232
dataset_name-Levine_seed-42 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 293 294 1010 72679 0.2248657 0.0040289 0.7751343 0.9959711
dataset_name-Levine_seed-42 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 1 121 74153 0.0081967 0.0000135 0.9918033 0.9999865
dataset_name-Levine_seed-42 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 268 271 961 72776 0.2180635 0.0037099 0.7819365 0.9962901
dataset_name-Levine_seed-42 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 22 23 228 74003 0.0880000 0.0003107 0.9120000 0.9996893
dataset_name-Levine_seed-42 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 3780 3786 4455 62255 0.4590164 0.0573280 0.5409836 0.9426720
dataset_name-Levine_seed-42 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 1977 1982 4926 65391 0.2863972 0.0294183 0.7136028 0.9705817
dataset_name-Levine_seed-42 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1975 1981 2225 68095 0.4702381 0.0282693 0.5297619 0.9717307
dataset_name-Levine_seed-42 cyanno num-2 run0 10 Monocytes Monocytes 1848 1856 3140 67432 0.3704892 0.0267867 0.6295108 0.9732133
dataset_name-Levine_seed-42 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 6 6 81 74183 0.0689655 0.0000809 0.9310345 0.9999191
dataset_name-Levine_seed-42 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 877 884 1906 70609 0.3151276 0.0123648 0.6848724 0.9876352
dataset_name-Levine_seed-42 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 15 15 295 73951 0.0483871 0.0002028 0.9516129 0.9997972
dataset_name-Levine_seed-42 cyanno num-2 run0 14 pDCs pDCs 11 11 569 73685 0.0189655 0.0001493 0.9810345 0.9998507
dataset_name-Levine_seed-42 cyanno num-2 run0 15 ungated ungated 31291 20496 11264 11225 0.7353072 0.6461335 0.2646928 0.3538665
dataset_name-Levine_seed-42 cygate num-1 run0 1 Basophils Basophils 944 2112 2 188293 0.9978858 0.0110921 0.0021142 0.9889079
dataset_name-Levine_seed-42 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1630 2624 148 186949 0.9167604 0.0138416 0.0832396 0.9861584
dataset_name-Levine_seed-42 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 2435 4667 167 184082 0.9358186 0.0247260 0.0641814 0.9752740
dataset_name-Levine_seed-42 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 374 181 190795 0.0054945 0.0019564 0.9945055 0.9980436
dataset_name-Levine_seed-42 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 2036 3360 30 185925 0.9854792 0.0177510 0.0145208 0.9822490
dataset_name-Levine_seed-42 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 647 944 19 189741 0.9714715 0.0049506 0.0285285 0.9950494
dataset_name-Levine_seed-42 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17771 28541 360 144679 0.9801445 0.1647673 0.0198555 0.8352327
dataset_name-Levine_seed-42 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13161 19451 44 158695 0.9966679 0.1091857 0.0033321 0.8908143
dataset_name-Levine_seed-42 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11607 15049 713 163982 0.9421266 0.0840581 0.0578734 0.9159419
dataset_name-Levine_seed-42 cygate num-1 run0 10 Monocytes Monocytes 16082 22548 29 152692 0.9982000 0.1286693 0.0018000 0.8713307
dataset_name-Levine_seed-42 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 232 477 11 190631 0.9547325 0.0024960 0.0452675 0.9975040
dataset_name-Levine_seed-42 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3266 5850 86 182149 0.9743437 0.0311172 0.0256563 0.9688828
dataset_name-Levine_seed-42 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 25 420 178 190728 0.1231527 0.0021973 0.8768473 0.9978027
dataset_name-Levine_seed-42 cygate num-1 run0 14 pDCs pDCs 622 1450 36 189243 0.9452888 0.0076038 0.0547112 0.9923962
dataset_name-Levine_seed-42 cygate num-1 run0 15 ungated ungated 3028 659 115860 71804 0.0254693 0.0090943 0.9745307 0.9909057
dataset_name-Levine_seed-42 cygate num-2 run0 1 Basophils Basophils 258 366 3 73649 0.9885057 0.0049449 0.0114943 0.9950551
dataset_name-Levine_seed-42 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 386 584 84 73222 0.8212766 0.0079126 0.1787234 0.9920874
dataset_name-Levine_seed-42 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1078 1456 225 71517 0.8273216 0.0199526 0.1726784 0.9800474
dataset_name-Levine_seed-42 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 12 284 110 73870 0.0983607 0.0038299 0.9016393 0.9961701
dataset_name-Levine_seed-42 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 1195 1466 34 71581 0.9723352 0.0200693 0.0276648 0.9799307
dataset_name-Levine_seed-42 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 250 302 0 73724 1.0000000 0.0040796 0.0000000 0.9959204
dataset_name-Levine_seed-42 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8219 9763 16 56278 0.9980571 0.1478324 0.0019429 0.8521676
dataset_name-Levine_seed-42 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6880 7905 23 59468 0.9966681 0.1173319 0.0033319 0.8826681
dataset_name-Levine_seed-42 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4192 4720 8 65356 0.9980952 0.0673554 0.0019048 0.9326446
dataset_name-Levine_seed-42 cygate num-2 run0 10 Monocytes Monocytes 4955 8186 33 61102 0.9933841 0.1181446 0.0066159 0.8818554
dataset_name-Levine_seed-42 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 69 96 18 74093 0.7931034 0.0012940 0.2068966 0.9987060
dataset_name-Levine_seed-42 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2767 3353 16 68140 0.9942508 0.0468997 0.0057492 0.9531003
dataset_name-Levine_seed-42 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 302 388 8 73578 0.9741935 0.0052457 0.0258065 0.9947543
dataset_name-Levine_seed-42 cygate num-2 run0 14 pDCs pDCs 579 1074 1 72622 0.9982759 0.0145734 0.0017241 0.9854266
dataset_name-Levine_seed-42 cygate num-2 run0 15 ungated ungated 1690 125 40865 31596 0.0397133 0.0039406 0.9602867 0.9960594
dataset_name-Levine_seed-42 dgcytof num-1 run0 1 Basophils Basophils 4 6 942 190399 0.0042283 0.0000315 0.9957717 0.9999685
dataset_name-Levine_seed-42 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1181 1645 597 187928 0.6642295 0.0086774 0.3357705 0.9913226
dataset_name-Levine_seed-42 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 2 3 2600 188746 0.0007686 0.0000159 0.9992314 0.9999841
dataset_name-Levine_seed-42 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 5 8 177 191161 0.0274725 0.0000418 0.9725275 0.9999582
dataset_name-Levine_seed-42 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0 0 2066 189285 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 1 1 665 190684 0.0015015 0.0000052 0.9984985 0.9999948
dataset_name-Levine_seed-42 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 3012 3924 15119 169296 0.1661243 0.0226533 0.8338757 0.9773467
dataset_name-Levine_seed-42 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 3686 4350 9519 173796 0.2791367 0.0244182 0.7208633 0.9755818
dataset_name-Levine_seed-42 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 250 266 12070 178765 0.0202922 0.0014858 0.9797078 0.9985142
dataset_name-Levine_seed-42 dgcytof num-1 run0 10 Monocytes Monocytes 4766 5266 11345 169974 0.2958227 0.0300502 0.7041773 0.9699498
dataset_name-Levine_seed-42 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 10 15 233 191093 0.0411523 0.0000785 0.9588477 0.9999215
dataset_name-Levine_seed-42 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 205 257 3147 187742 0.0611575 0.0013670 0.9388425 0.9986330
dataset_name-Levine_seed-42 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 1 1 202 191147 0.0049261 0.0000052 0.9950739 0.9999948
dataset_name-Levine_seed-42 dgcytof num-1 run0 14 pDCs pDCs 145 177 513 190516 0.2203647 0.0009282 0.7796353 0.9990718
dataset_name-Levine_seed-42 dgcytof num-1 run0 15 ungated ungated 103027 59137 15861 13326 0.8665887 0.8160993 0.1334113 0.1839007
dataset_name-Levine_seed-42 dgcytof num-2 run0 1 Basophils Basophils 6 20 255 73995 0.0229885 0.0002702 0.9770115 0.9997298
dataset_name-Levine_seed-42 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 40 57 430 73749 0.0851064 0.0007723 0.9148936 0.9992277
dataset_name-Levine_seed-42 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1008 1190 295 71783 0.7735994 0.0163074 0.2264006 0.9836926
dataset_name-Levine_seed-42 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 60 84 62 74070 0.4918033 0.0011328 0.5081967 0.9988672
dataset_name-Levine_seed-42 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 7 9 1222 73038 0.0056957 0.0001232 0.9943043 0.9998768
dataset_name-Levine_seed-42 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 78 83 172 73943 0.3120000 0.0011212 0.6880000 0.9988788
dataset_name-Levine_seed-42 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 0 1 8235 66040 0.0000000 0.0000151 1.0000000 0.9999849
dataset_name-Levine_seed-42 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 0 0 6903 67373 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 3282 3331 918 66745 0.7814286 0.0475341 0.2185714 0.9524659
dataset_name-Levine_seed-42 dgcytof num-2 run0 10 Monocytes Monocytes 3876 4097 1112 65191 0.7770650 0.0591300 0.2229350 0.9408700
dataset_name-Levine_seed-42 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 47 48 40 74141 0.5402299 0.0006470 0.4597701 0.9993530
dataset_name-Levine_seed-42 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 269 270 2514 71223 0.0966583 0.0037766 0.9033417 0.9962234
dataset_name-Levine_seed-42 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 179 197 131 73769 0.5774194 0.0026634 0.4225806 0.9973366
dataset_name-Levine_seed-42 dgcytof num-2 run0 14 pDCs pDCs 91 94 489 73602 0.1568966 0.0012755 0.8431034 0.9987245
dataset_name-Levine_seed-42 dgcytof num-2 run0 15 ungated ungated 33101 22751 9454 8970 0.7778404 0.7172220 0.2221596 0.2827780
dataset_name-Levine_seed-42 lda num-1 run0 1 Basophils Basophils 99 249 743 149841 0.1175772 0.0016590 0.8824228 0.9983410
dataset_name-Levine_seed-42 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1554 2611 182 146585 0.8951613 0.0175005 0.1048387 0.9824995
dataset_name-Levine_seed-42 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1571 3426 819 145116 0.6573222 0.0230642 0.3426778 0.9769358
dataset_name-Levine_seed-42 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 24 47 125 150736 0.1610738 0.0003117 0.8389262 0.9996883
dataset_name-Levine_seed-42 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 665 1531 1098 147638 0.3771980 0.0102635 0.6228020 0.9897365
dataset_name-Levine_seed-42 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 206 949 346 149431 0.3731884 0.0063107 0.6268116 0.9936893
dataset_name-Levine_seed-42 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2408 3414 9805 135305 0.1971670 0.0246109 0.8028330 0.9753891
dataset_name-Levine_seed-42 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3959 5492 5766 135715 0.4070951 0.0388933 0.5929049 0.9611067
dataset_name-Levine_seed-42 lda num-1 run0 9 Mature_B_cells Mature_B_cells 7456 10301 2494 130681 0.7493467 0.0730661 0.2506533 0.9269339
dataset_name-Levine_seed-42 lda num-1 run0 10 Monocytes Monocytes 6818 9716 6108 128290 0.5274640 0.0704027 0.4725360 0.9295973
dataset_name-Levine_seed-42 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 171 291 68 150402 0.7154812 0.0019311 0.2845188 0.9980689
dataset_name-Levine_seed-42 lda num-1 run0 12 Pre_B_cells Pre_B_cells 584 1054 1964 147330 0.2291994 0.0071032 0.7708006 0.9928968
dataset_name-Levine_seed-42 lda num-1 run0 13 Pro_B_cells Pro_B_cells 23 306 147 150456 0.1352941 0.0020297 0.8647059 0.9979703
dataset_name-Levine_seed-42 lda num-1 run0 14 pDCs pDCs 310 1918 299 148405 0.5090312 0.0127592 0.4909688 0.9872408
dataset_name-Levine_seed-42 lda num-1 run0 15 ungated ungated 55519 28260 39601 27552 0.5836733 0.5063427 0.4163267 0.4936573
dataset_name-Levine_seed-42 lda num-2 run0 1 Basophils Basophils 132 436 66 52514 0.6666667 0.0082342 0.3333333 0.9917658
dataset_name-Levine_seed-42 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 35 48 378 52687 0.0847458 0.0009102 0.9152542 0.9990898
dataset_name-Levine_seed-42 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 396 739 743 51270 0.3476734 0.0142091 0.6523266 0.9857909
dataset_name-Levine_seed-42 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 45 163 54 52886 0.4545455 0.0030726 0.5454545 0.9969274
dataset_name-Levine_seed-42 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 345 492 699 51612 0.3304598 0.0094427 0.6695402 0.9905573
dataset_name-Levine_seed-42 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 154 894 68 52032 0.6936937 0.0168915 0.3063063 0.9831085
dataset_name-Levine_seed-42 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2510 2781 1561 46296 0.6165561 0.0566661 0.3834439 0.9433339
dataset_name-Levine_seed-42 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2953 3170 1663 45362 0.6397314 0.0653177 0.3602686 0.9346823
dataset_name-Levine_seed-42 lda num-2 run0 9 Mature_B_cells Mature_B_cells 2231 2416 874 47627 0.7185185 0.0482785 0.2814815 0.9517215
dataset_name-Levine_seed-42 lda num-2 run0 10 Monocytes Monocytes 3438 5344 653 43713 0.8403813 0.1089345 0.1596187 0.8910655
dataset_name-Levine_seed-42 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 84 142 1 52921 0.9882353 0.0026761 0.0117647 0.9973239
dataset_name-Levine_seed-42 lda num-2 run0 12 Pre_B_cells Pre_B_cells 2111 2459 320 48258 0.8683669 0.0484847 0.1316331 0.9515153
dataset_name-Levine_seed-42 lda num-2 run0 13 Pro_B_cells Pro_B_cells 233 864 36 52015 0.8661710 0.0163392 0.1338290 0.9836608
dataset_name-Levine_seed-42 lda num-2 run0 14 pDCs pDCs 292 499 150 52207 0.6606335 0.0094676 0.3393665 0.9905324
dataset_name-Levine_seed-42 lda num-2 run0 15 ungated ungated 11422 6320 19501 15905 0.3693691 0.2843645 0.6306309 0.7156355
dataset_name-Levine_seed-42 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-42 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 119 12604 1659 176969 0.0669291 0.0664863 0.9330709 0.9335137
dataset_name-Levine_seed-42 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 186 12468 2416 176281 0.0714835 0.0660560 0.9285165 0.9339440
dataset_name-Levine_seed-42 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-42 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-42 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-42 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-42 random num-1 run0 8 CD8_T_cells CD8_T_cells 879 11860 12326 166286 0.0665657 0.0665746 0.9334343 0.9334254
dataset_name-Levine_seed-42 random num-1 run0 9 Mature_B_cells Mature_B_cells 830 11840 11490 167191 0.0673701 0.0661338 0.9326299 0.9338662
dataset_name-Levine_seed-42 random num-1 run0 10 Monocytes Monocytes 1082 11707 15029 163533 0.0671591 0.0668055 0.9328409 0.9331945
dataset_name-Levine_seed-42 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-42 random num-1 run0 12 Pre_B_cells Pre_B_cells 235 12464 3117 175535 0.0701074 0.0662982 0.9298926 0.9337018
dataset_name-Levine_seed-42 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-42 random num-1 run0 14 pDCs pDCs 44 12523 614 178170 0.0668693 0.0656710 0.9331307 0.9343290
dataset_name-Levine_seed-42 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-42 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-42 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Levine_seed-42 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 80 4764 1223 68209 0.0613968 0.0652844 0.9386032 0.9347156
dataset_name-Levine_seed-42 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-42 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 97 4696 1132 68351 0.0789260 0.0642874 0.9210740 0.9357126
dataset_name-Levine_seed-42 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 22 4928 228 69098 0.0880000 0.0665712 0.9120000 0.9334288
dataset_name-Levine_seed-42 random num-2 run0 7 CD4_T_cells CD4_T_cells 553 4418 7682 61623 0.0671524 0.0668978 0.9328476 0.9331022
dataset_name-Levine_seed-42 random num-2 run0 8 CD8_T_cells CD8_T_cells 469 4460 6434 62913 0.0679415 0.0661986 0.9320585 0.9338014
dataset_name-Levine_seed-42 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Levine_seed-42 random num-2 run0 10 Monocytes Monocytes 358 4623 4630 64665 0.0717723 0.0667215 0.9282277 0.9332785
dataset_name-Levine_seed-42 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-42 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-42 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-42 random num-2 run0 14 pDCs pDCs 42 4775 538 68921 0.0724138 0.0647932 0.9275862 0.9352068
dataset_name-Levine_seed-42 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Samusik_seed-42 cyanno num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 296 15 3499 752093 0.0779974 0.0000199 0.9220026 0.9999801
dataset_name-Samusik_seed-42 cyanno num-1 run0 2 Basophils Basophils 2531 234 1132 752006 0.6909637 0.0003111 0.3090363 0.9996889
dataset_name-Samusik_seed-42 cyanno num-1 run0 3 CD4 T cells CD4 T cells 4605 224 468 750606 0.9077469 0.0002983 0.0922531 0.9997017
dataset_name-Samusik_seed-42 cyanno num-1 run0 4 CD8 T cells CD8 T cells 10660 198 299 744746 0.9727165 0.0002658 0.0272835 0.9997342
dataset_name-Samusik_seed-42 cyanno num-1 run0 5 CLP CLP 0 0 434 755469 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 6 CMP CMP 60 2 1808 754033 0.0321199 0.0000027 0.9678801 0.9999973
dataset_name-Samusik_seed-42 cyanno num-1 run0 7 Classical Monocytes Classical Monocytes 87314 5540 3261 659788 0.9639967 0.0083267 0.0360033 0.9916733
dataset_name-Samusik_seed-42 cyanno num-1 run0 8 Eosinophils Eosinophils 45991 2873 1258 705781 0.9733751 0.0040542 0.0266249 0.9959458
dataset_name-Samusik_seed-42 cyanno num-1 run0 9 GMP GMP 2638 623 3000 749642 0.4678964 0.0008304 0.5321036 0.9991696
dataset_name-Samusik_seed-42 cyanno num-1 run0 10 HSC HSC 0 0 26 755877 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41399 3289 2231 708984 0.9488655 0.0046176 0.0511345 0.9953824
dataset_name-Samusik_seed-42 cyanno num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101644 2535 928 650796 0.9909527 0.0038801 0.0090473 0.9961199
dataset_name-Samusik_seed-42 cyanno num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16383 1482 2034 736004 0.8895586 0.0020095 0.1104414 0.9979905
dataset_name-Samusik_seed-42 cyanno num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 73112 5230 2583 674978 0.9658762 0.0076888 0.0341238 0.9923112
dataset_name-Samusik_seed-42 cyanno num-1 run0 15 MEP MEP 2572 670 2402 750259 0.5170889 0.0008922 0.4829111 0.9991078
dataset_name-Samusik_seed-42 cyanno num-1 run0 16 MPP MPP 72 5 1049 754777 0.0642284 0.0000066 0.9357716 0.9999934
dataset_name-Samusik_seed-42 cyanno num-1 run0 17 Macrophages Macrophages 963 200 1674 753066 0.3651877 0.0002655 0.6348123 0.9997345
dataset_name-Samusik_seed-42 cyanno num-1 run0 18 NK cells NK cells 2007 131 1071 752694 0.6520468 0.0001740 0.3479532 0.9998260
dataset_name-Samusik_seed-42 cyanno num-1 run0 19 NKT cells NKT cells 6992 346 648 747917 0.9151832 0.0004624 0.0848168 0.9995376
dataset_name-Samusik_seed-42 cyanno num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6740 316 337 748510 0.9523810 0.0004220 0.0476190 0.9995780
dataset_name-Samusik_seed-42 cyanno num-1 run0 21 Plasma Cells Plasma Cells 305 21 1270 754307 0.1936508 0.0000278 0.8063492 0.9999722
dataset_name-Samusik_seed-42 cyanno num-1 run0 22 gd T cells gd T cells 33 0 316 755554 0.0945559 0.0000000 0.9054441 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 23 mDCs mDCs 352 66 628 754857 0.3591837 0.0000874 0.6408163 0.9999126
dataset_name-Samusik_seed-42 cyanno num-1 run0 24 pDCs pDCs 23159 439 457 731848 0.9806487 0.0005995 0.0193513 0.9994005
dataset_name-Samusik_seed-42 cyanno num-1 run0 25 ungated ungated 268968 32668 24294 429973 0.9171594 0.0706120 0.0828406 0.9293880
dataset_name-Samusik_seed-42 cyanno num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 687 62 3077 757105 0.1825186 0.0000819 0.8174814 0.9999181
dataset_name-Samusik_seed-42 cyanno num-2 run0 2 Basophils Basophils 2561 330 940 757100 0.7315053 0.0004357 0.2684947 0.9995643
dataset_name-Samusik_seed-42 cyanno num-2 run0 3 CD4 T cells CD4 T cells 4441 146 483 755861 0.9019090 0.0001931 0.0980910 0.9998069
dataset_name-Samusik_seed-42 cyanno num-2 run0 4 CD8 T cells CD8 T cells 10489 265 395 749782 0.9637082 0.0003533 0.0362918 0.9996467
dataset_name-Samusik_seed-42 cyanno num-2 run0 5 CLP CLP 0 0 446 760485 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 6 CMP CMP 226 14 1586 759105 0.1247241 0.0000184 0.8752759 0.9999816
dataset_name-Samusik_seed-42 cyanno num-2 run0 7 Classical Monocytes Classical Monocytes 87955 6571 1771 664634 0.9802621 0.0097899 0.0197379 0.9902101
dataset_name-Samusik_seed-42 cyanno num-2 run0 8 Eosinophils Eosinophils 44108 2496 1624 712703 0.9644888 0.0034899 0.0355112 0.9965101
dataset_name-Samusik_seed-42 cyanno num-2 run0 9 GMP GMP 2734 363 2572 755262 0.5152657 0.0004804 0.4847343 0.9995196
dataset_name-Samusik_seed-42 cyanno num-2 run0 10 HSC HSC 0 0 26 760905 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43073 3315 1574 712969 0.9647457 0.0046281 0.0352543 0.9953719
dataset_name-Samusik_seed-42 cyanno num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104108 2388 1329 653106 0.9873953 0.0036431 0.0126047 0.9963569
dataset_name-Samusik_seed-42 cyanno num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16948 1412 2208 740363 0.8847359 0.0019035 0.1152641 0.9980965
dataset_name-Samusik_seed-42 cyanno num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70167 4193 5204 681367 0.9309549 0.0061162 0.0690451 0.9938838
dataset_name-Samusik_seed-42 cyanno num-2 run0 15 MEP MEP 2977 794 1810 755350 0.6218926 0.0010501 0.3781074 0.9989499
dataset_name-Samusik_seed-42 cyanno num-2 run0 16 MPP MPP 108 6 992 759825 0.0981818 0.0000079 0.9018182 0.9999921
dataset_name-Samusik_seed-42 cyanno num-2 run0 17 Macrophages Macrophages 994 165 1600 758172 0.3831920 0.0002176 0.6168080 0.9997824
dataset_name-Samusik_seed-42 cyanno num-2 run0 18 NK cells NK cells 2363 148 549 757871 0.8114698 0.0001952 0.1885302 0.9998048
dataset_name-Samusik_seed-42 cyanno num-2 run0 19 NKT cells NKT cells 6897 348 657 753029 0.9130262 0.0004619 0.0869738 0.9995381
dataset_name-Samusik_seed-42 cyanno num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6792 455 297 753387 0.9581041 0.0006036 0.0418959 0.9993964
dataset_name-Samusik_seed-42 cyanno num-2 run0 21 Plasma Cells Plasma Cells 372 30 1173 759356 0.2407767 0.0000395 0.7592233 0.9999605
dataset_name-Samusik_seed-42 cyanno num-2 run0 22 gd T cells gd T cells 58 3 289 760581 0.1671470 0.0000039 0.8328530 0.9999961
dataset_name-Samusik_seed-42 cyanno num-2 run0 23 mDCs mDCs 204 49 785 759893 0.2062690 0.0000645 0.7937310 0.9999355
dataset_name-Samusik_seed-42 cyanno num-2 run0 24 pDCs pDCs 23165 486 446 736834 0.9811105 0.0006591 0.0188895 0.9993409
dataset_name-Samusik_seed-42 cyanno num-2 run0 25 ungated ungated 273832 31633 23839 431627 0.9199149 0.0682835 0.0800851 0.9317165
dataset_name-Samusik_seed-42 cyanno num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 227 9 3670 753182 0.0582499 0.0000119 0.9417501 0.9999881
dataset_name-Samusik_seed-42 cyanno num-3 run0 2 Basophils Basophils 2597 347 1102 753042 0.7020816 0.0004606 0.2979184 0.9995394
dataset_name-Samusik_seed-42 cyanno num-3 run0 3 CD4 T cells CD4 T cells 4620 233 447 751788 0.9117821 0.0003098 0.0882179 0.9996902
dataset_name-Samusik_seed-42 cyanno num-3 run0 4 CD8 T cells CD8 T cells 10881 251 275 745681 0.9753496 0.0003365 0.0246504 0.9996635
dataset_name-Samusik_seed-42 cyanno num-3 run0 5 CLP CLP 0 0 428 756660 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 6 CMP CMP 89 6 1753 755240 0.0483170 0.0000079 0.9516830 0.9999921
dataset_name-Samusik_seed-42 cyanno num-3 run0 7 Classical Monocytes Classical Monocytes 85667 5637 1927 663857 0.9780008 0.0084198 0.0219992 0.9915802
dataset_name-Samusik_seed-42 cyanno num-3 run0 8 Eosinophils Eosinophils 46950 2680 1895 705563 0.9612038 0.0037840 0.0387962 0.9962160
dataset_name-Samusik_seed-42 cyanno num-3 run0 9 GMP GMP 3287 552 2182 751067 0.6010240 0.0007344 0.3989760 0.9992656
dataset_name-Samusik_seed-42 cyanno num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42717 3167 2704 708500 0.9404681 0.0044501 0.0595319 0.9955499
dataset_name-Samusik_seed-42 cyanno num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 98888 2374 1085 654741 0.9891471 0.0036128 0.0108529 0.9963872
dataset_name-Samusik_seed-42 cyanno num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16312 1133 3218 736425 0.8352279 0.0015362 0.1647721 0.9984638
dataset_name-Samusik_seed-42 cyanno num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71060 4741 2695 678592 0.9634601 0.0069381 0.0365399 0.9930619
dataset_name-Samusik_seed-42 cyanno num-3 run0 15 MEP MEP 3498 1119 1481 750990 0.7025507 0.0014878 0.2974493 0.9985122
dataset_name-Samusik_seed-42 cyanno num-3 run0 16 MPP MPP 85 7 1035 755961 0.0758929 0.0000093 0.9241071 0.9999907
dataset_name-Samusik_seed-42 cyanno num-3 run0 17 Macrophages Macrophages 1102 257 1605 754124 0.4070927 0.0003407 0.5929073 0.9996593
dataset_name-Samusik_seed-42 cyanno num-3 run0 18 NK cells NK cells 2122 204 930 753832 0.6952818 0.0002705 0.3047182 0.9997295
dataset_name-Samusik_seed-42 cyanno num-3 run0 19 NKT cells NKT cells 6734 308 938 749108 0.8777372 0.0004110 0.1222628 0.9995890
dataset_name-Samusik_seed-42 cyanno num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6691 448 251 749698 0.9638433 0.0005972 0.0361567 0.9994028
dataset_name-Samusik_seed-42 cyanno num-3 run0 21 Plasma Cells Plasma Cells 1152 71 101 755764 0.9193935 0.0000939 0.0806065 0.9999061
dataset_name-Samusik_seed-42 cyanno num-3 run0 22 gd T cells gd T cells 44 2 311 756731 0.1239437 0.0000026 0.8760563 0.9999974
dataset_name-Samusik_seed-42 cyanno num-3 run0 23 mDCs mDCs 305 52 667 756064 0.3137860 0.0000688 0.6862140 0.9999312
dataset_name-Samusik_seed-42 cyanno num-3 run0 24 pDCs pDCs 23319 508 463 732798 0.9805315 0.0006928 0.0194685 0.9993072
dataset_name-Samusik_seed-42 cyanno num-3 run0 25 ungated ungated 273595 31040 23955 428498 0.9194925 0.0675461 0.0805075 0.9324539
dataset_name-Samusik_seed-42 cyanno num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 475 31 3286 754346 0.1262962 0.0000411 0.8737038 0.9999589
dataset_name-Samusik_seed-42 cyanno num-4 run0 2 Basophils Basophils 2475 261 1142 754260 0.6842687 0.0003459 0.3157313 0.9996541
dataset_name-Samusik_seed-42 cyanno num-4 run0 3 CD4 T cells CD4 T cells 4506 215 606 752811 0.8814554 0.0002855 0.1185446 0.9997145
dataset_name-Samusik_seed-42 cyanno num-4 run0 4 CD8 T cells CD8 T cells 10968 259 266 746645 0.9763219 0.0003468 0.0236781 0.9996532
dataset_name-Samusik_seed-42 cyanno num-4 run0 5 CLP CLP 0 0 434 757704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 6 CMP CMP 134 5 1701 756298 0.0730245 0.0000066 0.9269755 0.9999934
dataset_name-Samusik_seed-42 cyanno num-4 run0 7 Classical Monocytes Classical Monocytes 86302 5610 1902 664324 0.9784364 0.0083740 0.0215636 0.9916260
dataset_name-Samusik_seed-42 cyanno num-4 run0 8 Eosinophils Eosinophils 46653 2558 1931 706996 0.9602544 0.0036051 0.0397456 0.9963949
dataset_name-Samusik_seed-42 cyanno num-4 run0 9 GMP GMP 3165 573 2253 752147 0.5841639 0.0007612 0.4158361 0.9992388
dataset_name-Samusik_seed-42 cyanno num-4 run0 10 HSC HSC 0 0 24 758114 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41784 3292 2216 710846 0.9496364 0.0046098 0.0503636 0.9953902
dataset_name-Samusik_seed-42 cyanno num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101493 2324 1242 653079 0.9879106 0.0035459 0.0120894 0.9964541
dataset_name-Samusik_seed-42 cyanno num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16602 1732 2146 737658 0.8855345 0.0023425 0.1144655 0.9976575
dataset_name-Samusik_seed-42 cyanno num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 70593 4499 4856 678190 0.9356386 0.0065901 0.0643614 0.9934099
dataset_name-Samusik_seed-42 cyanno num-4 run0 15 MEP MEP 3043 780 1842 752473 0.6229273 0.0010355 0.3770727 0.9989645
dataset_name-Samusik_seed-42 cyanno num-4 run0 16 MPP MPP 54 3 1071 757010 0.0480000 0.0000040 0.9520000 0.9999960
dataset_name-Samusik_seed-42 cyanno num-4 run0 17 Macrophages Macrophages 872 141 1778 755347 0.3290566 0.0001866 0.6709434 0.9998134
dataset_name-Samusik_seed-42 cyanno num-4 run0 18 NK cells NK cells 2364 185 427 755162 0.8470082 0.0002449 0.1529918 0.9997551
dataset_name-Samusik_seed-42 cyanno num-4 run0 19 NKT cells NKT cells 6993 370 578 750197 0.9236561 0.0004930 0.0763439 0.9995070
dataset_name-Samusik_seed-42 cyanno num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6767 404 370 750597 0.9481575 0.0005379 0.0518425 0.9994621
dataset_name-Samusik_seed-42 cyanno num-4 run0 21 Plasma Cells Plasma Cells 1022 101 476 756539 0.6822430 0.0001335 0.3177570 0.9998665
dataset_name-Samusik_seed-42 cyanno num-4 run0 22 gd T cells gd T cells 3 0 358 757777 0.0083102 0.0000000 0.9916898 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 23 mDCs mDCs 325 50 630 757133 0.3403141 0.0000660 0.6596859 0.9999340
dataset_name-Samusik_seed-42 cyanno num-4 run0 24 pDCs pDCs 23258 443 546 733891 0.9770627 0.0006033 0.0229373 0.9993967
dataset_name-Samusik_seed-42 cyanno num-4 run0 25 ungated ungated 272525 31926 23681 430006 0.9200523 0.0691141 0.0799477 0.9308859
dataset_name-Samusik_seed-42 cyanno num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 368 18 3451 760525 0.0963603 0.0000237 0.9036397 0.9999763
dataset_name-Samusik_seed-42 cyanno num-5 run0 2 Basophils Basophils 2318 159 1317 760568 0.6376891 0.0002090 0.3623109 0.9997910
dataset_name-Samusik_seed-42 cyanno num-5 run0 3 CD4 T cells CD4 T cells 4599 205 624 758934 0.8805284 0.0002700 0.1194716 0.9997300
dataset_name-Samusik_seed-42 cyanno num-5 run0 4 CD8 T cells CD8 T cells 11050 228 488 752596 0.9577050 0.0003029 0.0422950 0.9996971
dataset_name-Samusik_seed-42 cyanno num-5 run0 5 CLP CLP 0 0 441 763921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 6 CMP CMP 46 3 1799 762514 0.0249322 0.0000039 0.9750678 0.9999961
dataset_name-Samusik_seed-42 cyanno num-5 run0 7 Classical Monocytes Classical Monocytes 86727 5117 2537 669981 0.9715787 0.0075796 0.0284213 0.9924204
dataset_name-Samusik_seed-42 cyanno num-5 run0 8 Eosinophils Eosinophils 47177 2774 1514 712897 0.9689060 0.0038761 0.0310940 0.9961239
dataset_name-Samusik_seed-42 cyanno num-5 run0 9 GMP GMP 2763 415 2644 758540 0.5110043 0.0005468 0.4889957 0.9994532
dataset_name-Samusik_seed-42 cyanno num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43202 3179 2667 715314 0.9418562 0.0044245 0.0581438 0.9955755
dataset_name-Samusik_seed-42 cyanno num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104553 2481 1548 655780 0.9854101 0.0037690 0.0145899 0.9962310
dataset_name-Samusik_seed-42 cyanno num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16413 1471 2457 744021 0.8697933 0.0019732 0.1302067 0.9980268
dataset_name-Samusik_seed-42 cyanno num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 70952 4766 3278 685366 0.9558400 0.0069059 0.0441600 0.9930941
dataset_name-Samusik_seed-42 cyanno num-5 run0 15 MEP MEP 2523 635 2362 758842 0.5164790 0.0008361 0.4835210 0.9991639
dataset_name-Samusik_seed-42 cyanno num-5 run0 16 MPP MPP 15 1 1122 763224 0.0131926 0.0000013 0.9868074 0.9999987
dataset_name-Samusik_seed-42 cyanno num-5 run0 17 Macrophages Macrophages 1078 210 1461 761613 0.4245766 0.0002757 0.5754234 0.9997243
dataset_name-Samusik_seed-42 cyanno num-5 run0 18 NK cells NK cells 2210 143 706 761303 0.7578875 0.0001878 0.2421125 0.9998122
dataset_name-Samusik_seed-42 cyanno num-5 run0 19 NKT cells NKT cells 6799 298 898 756367 0.8833312 0.0003938 0.1166688 0.9996062
dataset_name-Samusik_seed-42 cyanno num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6895 474 558 756435 0.9251308 0.0006262 0.0748692 0.9993738
dataset_name-Samusik_seed-42 cyanno num-5 run0 21 Plasma Cells Plasma Cells 529 88 1036 762709 0.3380192 0.0001154 0.6619808 0.9998846
dataset_name-Samusik_seed-42 cyanno num-5 run0 22 gd T cells gd T cells 9 0 337 764016 0.0260116 0.0000000 0.9739884 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 23 mDCs mDCs 143 20 846 763353 0.1445905 0.0000262 0.8554095 0.9999738
dataset_name-Samusik_seed-42 cyanno num-5 run0 24 pDCs pDCs 23600 497 460 739805 0.9808811 0.0006713 0.0191189 0.9993287
dataset_name-Samusik_seed-42 cyanno num-5 run0 25 ungated ungated 272809 34402 23006 434145 0.9222284 0.0734227 0.0777716 0.9265773
dataset_name-Samusik_seed-42 cygate num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 290 441 3505 751667 0.0764163 0.0005864 0.9235837 0.9994136
dataset_name-Samusik_seed-42 cygate num-1 run0 2 Basophils Basophils 3231 3609 432 748631 0.8820639 0.0047977 0.1179361 0.9952023
dataset_name-Samusik_seed-42 cygate num-1 run0 3 CD4 T cells CD4 T cells 4965 5194 108 745636 0.9787108 0.0069177 0.0212892 0.9930823
dataset_name-Samusik_seed-42 cygate num-1 run0 4 CD8 T cells CD8 T cells 10887 5862 72 739082 0.9934301 0.0078690 0.0065699 0.9921310
dataset_name-Samusik_seed-42 cygate num-1 run0 5 CLP CLP 177 4482 257 750987 0.4078341 0.0059327 0.5921659 0.9940673
dataset_name-Samusik_seed-42 cygate num-1 run0 6 CMP CMP 1861 6584 7 747451 0.9962527 0.0087317 0.0037473 0.9912683
dataset_name-Samusik_seed-42 cygate num-1 run0 7 Classical Monocytes Classical Monocytes 88710 44487 1865 620841 0.9794093 0.0668648 0.0205907 0.9331352
dataset_name-Samusik_seed-42 cygate num-1 run0 8 Eosinophils Eosinophils 41185 8285 6064 700369 0.8716587 0.0116912 0.1283413 0.9883088
dataset_name-Samusik_seed-42 cygate num-1 run0 9 GMP GMP 5608 11249 30 739016 0.9946790 0.0149934 0.0053210 0.9850066
dataset_name-Samusik_seed-42 cygate num-1 run0 10 HSC HSC 4 90 22 755787 0.1538462 0.0001191 0.8461538 0.9998809
dataset_name-Samusik_seed-42 cygate num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43349 21183 281 691090 0.9935595 0.0297400 0.0064405 0.9702600
dataset_name-Samusik_seed-42 cygate num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102546 16150 26 637181 0.9997465 0.0247195 0.0002535 0.9752805
dataset_name-Samusik_seed-42 cygate num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18234 27449 183 710037 0.9900635 0.0372197 0.0099365 0.9627803
dataset_name-Samusik_seed-42 cygate num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 74090 32277 1605 647931 0.9787965 0.0474517 0.0212035 0.9525483
dataset_name-Samusik_seed-42 cygate num-1 run0 15 MEP MEP 4931 4659 43 746270 0.9913550 0.0062043 0.0086450 0.9937957
dataset_name-Samusik_seed-42 cygate num-1 run0 16 MPP MPP 1058 4127 63 750655 0.9438002 0.0054678 0.0561998 0.9945322
dataset_name-Samusik_seed-42 cygate num-1 run0 17 Macrophages Macrophages 2438 5321 199 747945 0.9245355 0.0070639 0.0754645 0.9929361
dataset_name-Samusik_seed-42 cygate num-1 run0 18 NK cells NK cells 2800 4633 278 748192 0.9096816 0.0061542 0.0903184 0.9938458
dataset_name-Samusik_seed-42 cygate num-1 run0 19 NKT cells NKT cells 6593 5360 1047 742903 0.8629581 0.0071633 0.1370419 0.9928367
dataset_name-Samusik_seed-42 cygate num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6440 1723 637 747103 0.9099901 0.0023009 0.0900099 0.9976991
dataset_name-Samusik_seed-42 cygate num-1 run0 21 Plasma Cells Plasma Cells 1509 739 66 753589 0.9580952 0.0009797 0.0419048 0.9990203
dataset_name-Samusik_seed-42 cygate num-1 run0 22 gd T cells gd T cells 318 1520 31 754034 0.9111748 0.0020118 0.0888252 0.9979882
dataset_name-Samusik_seed-42 cygate num-1 run0 23 mDCs mDCs 897 1003 83 753920 0.9153061 0.0013286 0.0846939 0.9986714
dataset_name-Samusik_seed-42 cygate num-1 run0 24 pDCs pDCs 22323 1723 1293 730564 0.9452490 0.0023529 0.0547510 0.9976471
dataset_name-Samusik_seed-42 cygate num-1 run0 25 ungated ungated 70485 736 222777 461905 0.2403482 0.0015909 0.7596518 0.9984091
dataset_name-Samusik_seed-42 cygate num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 406 800 3358 756367 0.1078640 0.0010566 0.8921360 0.9989434
dataset_name-Samusik_seed-42 cygate num-2 run0 2 Basophils Basophils 3240 3528 261 753902 0.9254499 0.0046579 0.0745501 0.9953421
dataset_name-Samusik_seed-42 cygate num-2 run0 3 CD4 T cells CD4 T cells 4805 4992 119 751015 0.9758327 0.0066031 0.0241673 0.9933969
dataset_name-Samusik_seed-42 cygate num-2 run0 4 CD8 T cells CD8 T cells 10838 5089 46 744958 0.9957736 0.0067849 0.0042264 0.9932151
dataset_name-Samusik_seed-42 cygate num-2 run0 5 CLP CLP 247 5291 199 755194 0.5538117 0.0069574 0.4461883 0.9930426
dataset_name-Samusik_seed-42 cygate num-2 run0 6 CMP CMP 1798 6418 14 752701 0.9922737 0.0084545 0.0077263 0.9915455
dataset_name-Samusik_seed-42 cygate num-2 run0 7 Classical Monocytes Classical Monocytes 85240 31712 4486 639493 0.9500033 0.0472464 0.0499967 0.9527536
dataset_name-Samusik_seed-42 cygate num-2 run0 8 Eosinophils Eosinophils 42088 8944 3644 706255 0.9203184 0.0125056 0.0796816 0.9874944
dataset_name-Samusik_seed-42 cygate num-2 run0 9 GMP GMP 5188 7990 118 747635 0.9777610 0.0105740 0.0222390 0.9894260
dataset_name-Samusik_seed-42 cygate num-2 run0 10 HSC HSC 8 910 18 759995 0.3076923 0.0011959 0.6923077 0.9988041
dataset_name-Samusik_seed-42 cygate num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 44500 23342 147 692942 0.9967075 0.0325876 0.0032925 0.9674124
dataset_name-Samusik_seed-42 cygate num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 105071 7947 366 647547 0.9965287 0.0121237 0.0034713 0.9878763
dataset_name-Samusik_seed-42 cygate num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19025 33180 131 708595 0.9931614 0.0447305 0.0068386 0.9552695
dataset_name-Samusik_seed-42 cygate num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 67561 21336 7810 664224 0.8963792 0.0311220 0.1036208 0.9688780
dataset_name-Samusik_seed-42 cygate num-2 run0 15 MEP MEP 4771 4063 16 752081 0.9966576 0.0053733 0.0033424 0.9946267
dataset_name-Samusik_seed-42 cygate num-2 run0 16 MPP MPP 977 3618 123 756213 0.8881818 0.0047616 0.1118182 0.9952384
dataset_name-Samusik_seed-42 cygate num-2 run0 17 Macrophages Macrophages 2373 4987 221 753350 0.9148034 0.0065762 0.0851966 0.9934238
dataset_name-Samusik_seed-42 cygate num-2 run0 18 NK cells NK cells 2650 4936 262 753083 0.9100275 0.0065117 0.0899725 0.9934883
dataset_name-Samusik_seed-42 cygate num-2 run0 19 NKT cells NKT cells 7100 5384 454 747993 0.9398994 0.0071465 0.0601006 0.9928535
dataset_name-Samusik_seed-42 cygate num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6659 1863 430 751979 0.9393426 0.0024713 0.0606574 0.9975287
dataset_name-Samusik_seed-42 cygate num-2 run0 21 Plasma Cells Plasma Cells 1451 538 94 758848 0.9391586 0.0007085 0.0608414 0.9992915
dataset_name-Samusik_seed-42 cygate num-2 run0 22 gd T cells gd T cells 315 1565 32 759019 0.9077810 0.0020576 0.0922190 0.9979424
dataset_name-Samusik_seed-42 cygate num-2 run0 23 mDCs mDCs 921 959 68 758983 0.9312437 0.0012619 0.0687563 0.9987381
dataset_name-Samusik_seed-42 cygate num-2 run0 24 pDCs pDCs 23092 1865 519 735455 0.9780187 0.0025294 0.0219813 0.9974706
dataset_name-Samusik_seed-42 cygate num-2 run0 25 ungated ungated 73797 849 223874 462411 0.2479146 0.0018327 0.7520854 0.9981673
dataset_name-Samusik_seed-42 cygate num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 131 931 3766 752260 0.0336156 0.0012361 0.9663844 0.9987639
dataset_name-Samusik_seed-42 cygate num-3 run0 2 Basophils Basophils 3281 3709 418 749680 0.8869965 0.0049231 0.1130035 0.9950769
dataset_name-Samusik_seed-42 cygate num-3 run0 3 CD4 T cells CD4 T cells 4981 5212 86 746809 0.9830274 0.0069307 0.0169726 0.9930693
dataset_name-Samusik_seed-42 cygate num-3 run0 4 CD8 T cells CD8 T cells 11141 6269 15 739663 0.9986554 0.0084043 0.0013446 0.9915957
dataset_name-Samusik_seed-42 cygate num-3 run0 5 CLP CLP 332 5375 96 751285 0.7757009 0.0071036 0.2242991 0.9928964
dataset_name-Samusik_seed-42 cygate num-3 run0 6 CMP CMP 1840 6747 2 748499 0.9989142 0.0089335 0.0010858 0.9910665
dataset_name-Samusik_seed-42 cygate num-3 run0 7 Classical Monocytes Classical Monocytes 85485 31457 2109 638037 0.9759230 0.0469862 0.0240770 0.9530138
dataset_name-Samusik_seed-42 cygate num-3 run0 8 Eosinophils Eosinophils 43510 9116 5335 699127 0.8907769 0.0128713 0.1092231 0.9871287
dataset_name-Samusik_seed-42 cygate num-3 run0 9 GMP GMP 5463 11964 6 739655 0.9989029 0.0159176 0.0010971 0.9840824
dataset_name-Samusik_seed-42 cygate num-3 run0 10 HSC HSC 0 126 28 756934 0.0000000 0.0001664 1.0000000 0.9998336
dataset_name-Samusik_seed-42 cygate num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45156 23100 265 688567 0.9941657 0.0324590 0.0058343 0.9675410
dataset_name-Samusik_seed-42 cygate num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99919 15100 54 642015 0.9994599 0.0229792 0.0005401 0.9770208
dataset_name-Samusik_seed-42 cygate num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19290 40092 240 697466 0.9877112 0.0543578 0.0122888 0.9456422
dataset_name-Samusik_seed-42 cygate num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71320 33497 2435 649836 0.9669853 0.0490200 0.0330147 0.9509800
dataset_name-Samusik_seed-42 cygate num-3 run0 15 MEP MEP 4939 4797 40 747312 0.9919663 0.0063781 0.0080337 0.9936219
dataset_name-Samusik_seed-42 cygate num-3 run0 16 MPP MPP 1035 3115 85 752853 0.9241071 0.0041205 0.0758929 0.9958795
dataset_name-Samusik_seed-42 cygate num-3 run0 17 Macrophages Macrophages 2497 5652 210 748729 0.9224233 0.0074922 0.0775767 0.9925078
dataset_name-Samusik_seed-42 cygate num-3 run0 18 NK cells NK cells 2788 4923 264 749113 0.9134993 0.0065289 0.0865007 0.9934711
dataset_name-Samusik_seed-42 cygate num-3 run0 19 NKT cells NKT cells 6509 5225 1163 744191 0.8484098 0.0069721 0.1515902 0.9930279
dataset_name-Samusik_seed-42 cygate num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 2336 966 4606 749180 0.3365024 0.0012877 0.6634976 0.9987123
dataset_name-Samusik_seed-42 cygate num-3 run0 21 Plasma Cells Plasma Cells 1235 836 18 754999 0.9856345 0.0011061 0.0143655 0.9988939
dataset_name-Samusik_seed-42 cygate num-3 run0 22 gd T cells gd T cells 313 1216 42 755517 0.8816901 0.0016069 0.1183099 0.9983931
dataset_name-Samusik_seed-42 cygate num-3 run0 23 mDCs mDCs 913 810 59 755306 0.9393004 0.0010713 0.0606996 0.9989287
dataset_name-Samusik_seed-42 cygate num-3 run0 24 pDCs pDCs 22979 1974 803 731332 0.9662350 0.0026919 0.0337650 0.9973081
dataset_name-Samusik_seed-42 cygate num-3 run0 25 ungated ungated 72875 673 224675 458865 0.2449168 0.0014645 0.7550832 0.9985355
dataset_name-Samusik_seed-42 cygate num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 174 410 3587 753967 0.0462643 0.0005435 0.9537357 0.9994565
dataset_name-Samusik_seed-42 cygate num-4 run0 2 Basophils Basophils 3407 3686 210 750835 0.9419408 0.0048852 0.0580592 0.9951148
dataset_name-Samusik_seed-42 cygate num-4 run0 3 CD4 T cells CD4 T cells 5036 5260 76 747766 0.9851330 0.0069852 0.0148670 0.9930148
dataset_name-Samusik_seed-42 cygate num-4 run0 4 CD8 T cells CD8 T cells 11201 6224 33 740680 0.9970625 0.0083331 0.0029375 0.9916669
dataset_name-Samusik_seed-42 cygate num-4 run0 5 CLP CLP 342 5194 92 752510 0.7880184 0.0068549 0.2119816 0.9931451
dataset_name-Samusik_seed-42 cygate num-4 run0 6 CMP CMP 1831 6464 4 749839 0.9978202 0.0085468 0.0021798 0.9914532
dataset_name-Samusik_seed-42 cygate num-4 run0 7 Classical Monocytes Classical Monocytes 85607 34887 2597 635047 0.9705569 0.0520753 0.0294431 0.9479247
dataset_name-Samusik_seed-42 cygate num-4 run0 8 Eosinophils Eosinophils 44827 9647 3757 699907 0.9226700 0.0135959 0.0773300 0.9864041
dataset_name-Samusik_seed-42 cygate num-4 run0 9 GMP GMP 5397 10943 21 741777 0.9961240 0.0145379 0.0038760 0.9854621
dataset_name-Samusik_seed-42 cygate num-4 run0 10 HSC HSC 5 421 19 757693 0.2083333 0.0005553 0.7916667 0.9994447
dataset_name-Samusik_seed-42 cygate num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43751 22757 249 691381 0.9943409 0.0318664 0.0056591 0.9681336
dataset_name-Samusik_seed-42 cygate num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102700 15805 35 639598 0.9996593 0.0241149 0.0003407 0.9758851
dataset_name-Samusik_seed-42 cygate num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18584 34845 164 704545 0.9912524 0.0471267 0.0087476 0.9528733
dataset_name-Samusik_seed-42 cygate num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 67807 21110 7642 661579 0.8987130 0.0309218 0.1012870 0.9690782
dataset_name-Samusik_seed-42 cygate num-4 run0 15 MEP MEP 4870 4745 15 748508 0.9969294 0.0062993 0.0030706 0.9937007
dataset_name-Samusik_seed-42 cygate num-4 run0 16 MPP MPP 963 2707 162 754306 0.8560000 0.0035759 0.1440000 0.9964241
dataset_name-Samusik_seed-42 cygate num-4 run0 17 Macrophages Macrophages 2447 5249 203 750239 0.9233962 0.0069478 0.0766038 0.9930522
dataset_name-Samusik_seed-42 cygate num-4 run0 18 NK cells NK cells 2445 4242 346 751105 0.8760301 0.0056160 0.1239699 0.9943840
dataset_name-Samusik_seed-42 cygate num-4 run0 19 NKT cells NKT cells 6451 5295 1120 745272 0.8520671 0.0070547 0.1479329 0.9929453
dataset_name-Samusik_seed-42 cygate num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6633 1671 504 749330 0.9293821 0.0022250 0.0706179 0.9977750
dataset_name-Samusik_seed-42 cygate num-4 run0 21 Plasma Cells Plasma Cells 1466 927 32 755713 0.9786382 0.0012252 0.0213618 0.9987748
dataset_name-Samusik_seed-42 cygate num-4 run0 22 gd T cells gd T cells 330 1519 31 756258 0.9141274 0.0020045 0.0858726 0.9979955
dataset_name-Samusik_seed-42 cygate num-4 run0 23 mDCs mDCs 886 923 69 756260 0.9277487 0.0012190 0.0722513 0.9987810
dataset_name-Samusik_seed-42 cygate num-4 run0 24 pDCs pDCs 23016 1987 788 732347 0.9668963 0.0027059 0.0331037 0.9972941
dataset_name-Samusik_seed-42 cygate num-4 run0 25 ungated ungated 73781 694 222425 461238 0.2490868 0.0015024 0.7509132 0.9984976
dataset_name-Samusik_seed-42 cygate num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 136 397 3683 760146 0.0356114 0.0005220 0.9643886 0.9994780
dataset_name-Samusik_seed-42 cygate num-5 run0 2 Basophils Basophils 3226 3191 409 757536 0.8874828 0.0041947 0.1125172 0.9958053
dataset_name-Samusik_seed-42 cygate num-5 run0 3 CD4 T cells CD4 T cells 5129 5354 94 753785 0.9820027 0.0070527 0.0179973 0.9929473
dataset_name-Samusik_seed-42 cygate num-5 run0 4 CD8 T cells CD8 T cells 11486 6250 52 746574 0.9954932 0.0083021 0.0045068 0.9916979
dataset_name-Samusik_seed-42 cygate num-5 run0 5 CLP CLP 359 5467 82 758454 0.8140590 0.0071565 0.1859410 0.9928435
dataset_name-Samusik_seed-42 cygate num-5 run0 6 CMP CMP 1842 6913 3 755604 0.9983740 0.0090660 0.0016260 0.9909340
dataset_name-Samusik_seed-42 cygate num-5 run0 7 Classical Monocytes Classical Monocytes 87576 36510 1688 638588 0.9810898 0.0540810 0.0189102 0.9459190
dataset_name-Samusik_seed-42 cygate num-5 run0 8 Eosinophils Eosinophils 43831 9145 4860 706526 0.9001869 0.0127782 0.0998131 0.9872218
dataset_name-Samusik_seed-42 cygate num-5 run0 9 GMP GMP 5333 9607 74 749348 0.9863140 0.0126582 0.0136860 0.9873418
dataset_name-Samusik_seed-42 cygate num-5 run0 10 HSC HSC 0 470 27 763865 0.0000000 0.0006149 1.0000000 0.9993851
dataset_name-Samusik_seed-42 cygate num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45750 25361 119 693132 0.9974057 0.0352975 0.0025943 0.9647025
dataset_name-Samusik_seed-42 cygate num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 106062 17413 39 640848 0.9996324 0.0264530 0.0003676 0.9735470
dataset_name-Samusik_seed-42 cygate num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18677 35664 193 709828 0.9897721 0.0478395 0.0102279 0.9521605
dataset_name-Samusik_seed-42 cygate num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 71328 27809 2902 662323 0.9609053 0.0402952 0.0390947 0.9597048
dataset_name-Samusik_seed-42 cygate num-5 run0 15 MEP MEP 4840 4427 45 755050 0.9907881 0.0058290 0.0092119 0.9941710
dataset_name-Samusik_seed-42 cygate num-5 run0 16 MPP MPP 1077 3246 60 759979 0.9472296 0.0042530 0.0527704 0.9957470
dataset_name-Samusik_seed-42 cygate num-5 run0 17 Macrophages Macrophages 2282 4967 257 756856 0.8987790 0.0065199 0.1012210 0.9934801
dataset_name-Samusik_seed-42 cygate num-5 run0 18 NK cells NK cells 2649 4759 267 756687 0.9084362 0.0062500 0.0915638 0.9937500
dataset_name-Samusik_seed-42 cygate num-5 run0 19 NKT cells NKT cells 6605 5366 1092 751299 0.8581265 0.0070916 0.1418735 0.9929084
dataset_name-Samusik_seed-42 cygate num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 7141 1925 312 754984 0.9581377 0.0025432 0.0418623 0.9974568
dataset_name-Samusik_seed-42 cygate num-5 run0 21 Plasma Cells Plasma Cells 1474 515 91 762282 0.9418530 0.0006751 0.0581470 0.9993249
dataset_name-Samusik_seed-42 cygate num-5 run0 22 gd T cells gd T cells 314 1494 32 762522 0.9075145 0.0019555 0.0924855 0.9980445
dataset_name-Samusik_seed-42 cygate num-5 run0 23 mDCs mDCs 906 898 83 762475 0.9160768 0.0011764 0.0839232 0.9988236
dataset_name-Samusik_seed-42 cygate num-5 run0 24 pDCs pDCs 23330 2130 730 738172 0.9696592 0.0028772 0.0303408 0.9971228
dataset_name-Samusik_seed-42 cygate num-5 run0 25 ungated ungated 67322 309 228493 468238 0.2275814 0.0006595 0.7724186 0.9993405
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 761 179 3034 751929 0.2005270 0.0002380 0.7994730 0.9997620
dataset_name-Samusik_seed-42 dgcytof num-1 run0 2 Basophils Basophils 2077 258 1586 751982 0.5670216 0.0003430 0.4329784 0.9996570
dataset_name-Samusik_seed-42 dgcytof num-1 run0 3 CD4 T cells CD4 T cells 3940 960 1133 749870 0.7766608 0.0012786 0.2233392 0.9987214
dataset_name-Samusik_seed-42 dgcytof num-1 run0 4 CD8 T cells CD8 T cells 10608 1803 351 743141 0.9679715 0.0024203 0.0320285 0.9975797
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5 CLP CLP 124 205 310 755264 0.2857143 0.0002714 0.7142857 0.9997286
dataset_name-Samusik_seed-42 dgcytof num-1 run0 6 CMP CMP 885 358 983 753677 0.4737687 0.0004748 0.5262313 0.9995252
dataset_name-Samusik_seed-42 dgcytof num-1 run0 7 Classical Monocytes Classical Monocytes 85249 6878 5326 658450 0.9411979 0.0103378 0.0588021 0.9896622
dataset_name-Samusik_seed-42 dgcytof num-1 run0 8 Eosinophils Eosinophils 44262 2878 2987 705776 0.9367817 0.0040612 0.0632183 0.9959388
dataset_name-Samusik_seed-42 dgcytof num-1 run0 9 GMP GMP 4699 2866 939 747399 0.8334516 0.0038200 0.1665484 0.9961800
dataset_name-Samusik_seed-42 dgcytof num-1 run0 10 HSC HSC 0 3 26 755874 0.0000000 0.0000040 1.0000000 0.9999960
dataset_name-Samusik_seed-42 dgcytof num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 38921 3526 4709 708747 0.8920697 0.0049503 0.1079303 0.9950497
dataset_name-Samusik_seed-42 dgcytof num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101066 4939 1506 648392 0.9853176 0.0075597 0.0146824 0.9924403
dataset_name-Samusik_seed-42 dgcytof num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16668 4137 1749 733349 0.9050334 0.0056096 0.0949666 0.9943904
dataset_name-Samusik_seed-42 dgcytof num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 73461 8511 2234 671697 0.9704868 0.0125123 0.0295132 0.9874877
dataset_name-Samusik_seed-42 dgcytof num-1 run0 15 MEP MEP 2971 1114 2003 749815 0.5973060 0.0014835 0.4026940 0.9985165
dataset_name-Samusik_seed-42 dgcytof num-1 run0 16 MPP MPP 602 229 519 754553 0.5370205 0.0003034 0.4629795 0.9996966
dataset_name-Samusik_seed-42 dgcytof num-1 run0 17 Macrophages Macrophages 1675 1295 962 751971 0.6351915 0.0017192 0.3648085 0.9982808
dataset_name-Samusik_seed-42 dgcytof num-1 run0 18 NK cells NK cells 2735 1161 343 751664 0.8885640 0.0015422 0.1114360 0.9984578
dataset_name-Samusik_seed-42 dgcytof num-1 run0 19 NKT cells NKT cells 7056 1139 584 747124 0.9235602 0.0015222 0.0764398 0.9984778
dataset_name-Samusik_seed-42 dgcytof num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6868 1146 209 747680 0.9704677 0.0015304 0.0295323 0.9984696
dataset_name-Samusik_seed-42 dgcytof num-1 run0 21 Plasma Cells Plasma Cells 866 189 709 754139 0.5498413 0.0002506 0.4501587 0.9997494
dataset_name-Samusik_seed-42 dgcytof num-1 run0 22 gd T cells gd T cells 289 389 60 755165 0.8280802 0.0005149 0.1719198 0.9994851
dataset_name-Samusik_seed-42 dgcytof num-1 run0 23 mDCs mDCs 528 180 452 754743 0.5387755 0.0002384 0.4612245 0.9997616
dataset_name-Samusik_seed-42 dgcytof num-1 run0 24 pDCs pDCs 23108 1004 508 731283 0.9784892 0.0013710 0.0215108 0.9986290
dataset_name-Samusik_seed-42 dgcytof num-1 run0 25 ungated ungated 248456 32681 44806 429960 0.8472151 0.0706401 0.1527849 0.9293599
dataset_name-Samusik_seed-42 dgcytof num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 2137 923 1627 756244 0.5677471 0.0012190 0.4322529 0.9987810
dataset_name-Samusik_seed-42 dgcytof num-2 run0 2 Basophils Basophils 2966 964 535 756466 0.8471865 0.0012727 0.1528135 0.9987273
dataset_name-Samusik_seed-42 dgcytof num-2 run0 3 CD4 T cells CD4 T cells 4049 883 875 755124 0.8222989 0.0011680 0.1777011 0.9988320
dataset_name-Samusik_seed-42 dgcytof num-2 run0 4 CD8 T cells CD8 T cells 10454 2085 430 747962 0.9604925 0.0027798 0.0395075 0.9972202
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5 CLP CLP 0 3 446 760482 0.0000000 0.0000039 1.0000000 0.9999961
dataset_name-Samusik_seed-42 dgcytof num-2 run0 6 CMP CMP 843 305 969 758814 0.4652318 0.0004018 0.5347682 0.9995982
dataset_name-Samusik_seed-42 dgcytof num-2 run0 7 Classical Monocytes Classical Monocytes 84676 7650 5050 663555 0.9437175 0.0113974 0.0562825 0.9886026
dataset_name-Samusik_seed-42 dgcytof num-2 run0 8 Eosinophils Eosinophils 41718 2386 4014 712813 0.9122278 0.0033361 0.0877722 0.9966639
dataset_name-Samusik_seed-42 dgcytof num-2 run0 9 GMP GMP 3317 1027 1989 754598 0.6251413 0.0013591 0.3748587 0.9986409
dataset_name-Samusik_seed-42 dgcytof num-2 run0 10 HSC HSC 2 10 24 760895 0.0769231 0.0000131 0.9230769 0.9999869
dataset_name-Samusik_seed-42 dgcytof num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 39564 4038 5083 712246 0.8861514 0.0056374 0.1138486 0.9943626
dataset_name-Samusik_seed-42 dgcytof num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 103164 6072 2273 649422 0.9784421 0.0092632 0.0215579 0.9907368
dataset_name-Samusik_seed-42 dgcytof num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16144 2230 3012 739545 0.8427647 0.0030063 0.1572353 0.9969937
dataset_name-Samusik_seed-42 dgcytof num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 72341 10887 3030 674673 0.9597989 0.0158804 0.0402011 0.9841196
dataset_name-Samusik_seed-42 dgcytof num-2 run0 15 MEP MEP 3921 2110 866 754034 0.8190934 0.0027905 0.1809066 0.9972095
dataset_name-Samusik_seed-42 dgcytof num-2 run0 16 MPP MPP 656 362 444 759469 0.5963636 0.0004764 0.4036364 0.9995236
dataset_name-Samusik_seed-42 dgcytof num-2 run0 17 Macrophages Macrophages 1340 811 1254 757526 0.5165767 0.0010694 0.4834233 0.9989306
dataset_name-Samusik_seed-42 dgcytof num-2 run0 18 NK cells NK cells 2317 808 595 757211 0.7956731 0.0010659 0.2043269 0.9989341
dataset_name-Samusik_seed-42 dgcytof num-2 run0 19 NKT cells NKT cells 6844 974 710 752403 0.9060101 0.0012928 0.0939899 0.9987072
dataset_name-Samusik_seed-42 dgcytof num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6751 956 338 752886 0.9523205 0.0012682 0.0476795 0.9987318
dataset_name-Samusik_seed-42 dgcytof num-2 run0 21 Plasma Cells Plasma Cells 1025 193 520 759193 0.6634304 0.0002542 0.3365696 0.9997458
dataset_name-Samusik_seed-42 dgcytof num-2 run0 22 gd T cells gd T cells 191 47 156 760537 0.5504323 0.0000618 0.4495677 0.9999382
dataset_name-Samusik_seed-42 dgcytof num-2 run0 23 mDCs mDCs 472 187 517 759755 0.4772497 0.0002461 0.5227503 0.9997539
dataset_name-Samusik_seed-42 dgcytof num-2 run0 24 pDCs pDCs 20638 651 2973 736669 0.8740841 0.0008829 0.1259159 0.9991171
dataset_name-Samusik_seed-42 dgcytof num-2 run0 25 ungated ungated 251418 37421 46253 425839 0.8446170 0.0807775 0.1553830 0.9192225
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1682 892 2215 752299 0.4316141 0.0011843 0.5683859 0.9988157
dataset_name-Samusik_seed-42 dgcytof num-3 run0 2 Basophils Basophils 2501 418 1198 752971 0.6761287 0.0005548 0.3238713 0.9994452
dataset_name-Samusik_seed-42 dgcytof num-3 run0 3 CD4 T cells CD4 T cells 4273 959 794 751062 0.8432998 0.0012752 0.1567002 0.9987248
dataset_name-Samusik_seed-42 dgcytof num-3 run0 4 CD8 T cells CD8 T cells 10658 1749 498 744183 0.9553603 0.0023447 0.0446397 0.9976553
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5 CLP CLP 70 105 358 756555 0.1635514 0.0001388 0.8364486 0.9998612
dataset_name-Samusik_seed-42 dgcytof num-3 run0 6 CMP CMP 1384 1027 458 754219 0.7513572 0.0013598 0.2486428 0.9986402
dataset_name-Samusik_seed-42 dgcytof num-3 run0 7 Classical Monocytes Classical Monocytes 83126 6344 4468 663150 0.9489919 0.0094758 0.0510081 0.9905242
dataset_name-Samusik_seed-42 dgcytof num-3 run0 8 Eosinophils Eosinophils 47466 4124 1379 704119 0.9717678 0.0058229 0.0282322 0.9941771
dataset_name-Samusik_seed-42 dgcytof num-3 run0 9 GMP GMP 4647 2774 822 748845 0.8496983 0.0036907 0.1503017 0.9963093
dataset_name-Samusik_seed-42 dgcytof num-3 run0 10 HSC HSC 0 2 28 757058 0.0000000 0.0000026 1.0000000 0.9999974
dataset_name-Samusik_seed-42 dgcytof num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41976 5555 3445 706112 0.9241540 0.0078056 0.0758460 0.9921944
dataset_name-Samusik_seed-42 dgcytof num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99533 6207 440 650908 0.9955988 0.0094458 0.0044012 0.9905542
dataset_name-Samusik_seed-42 dgcytof num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16925 3639 2605 733919 0.8666155 0.0049338 0.1333845 0.9950662
dataset_name-Samusik_seed-42 dgcytof num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71467 8565 2288 674768 0.9689784 0.0125342 0.0310216 0.9874658
dataset_name-Samusik_seed-42 dgcytof num-3 run0 15 MEP MEP 4497 3080 482 749029 0.9031934 0.0040952 0.0968066 0.9959048
dataset_name-Samusik_seed-42 dgcytof num-3 run0 16 MPP MPP 694 401 426 755567 0.6196429 0.0005304 0.3803571 0.9994696
dataset_name-Samusik_seed-42 dgcytof num-3 run0 17 Macrophages Macrophages 2219 1878 488 752503 0.8197266 0.0024895 0.1802734 0.9975105
dataset_name-Samusik_seed-42 dgcytof num-3 run0 18 NK cells NK cells 2623 929 429 753107 0.8594364 0.0012320 0.1405636 0.9987680
dataset_name-Samusik_seed-42 dgcytof num-3 run0 19 NKT cells NKT cells 6635 893 1037 748523 0.8648332 0.0011916 0.1351668 0.9988084
dataset_name-Samusik_seed-42 dgcytof num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6650 1088 292 749058 0.9579372 0.0014504 0.0420628 0.9985496
dataset_name-Samusik_seed-42 dgcytof num-3 run0 21 Plasma Cells Plasma Cells 1189 268 64 755567 0.9489226 0.0003546 0.0510774 0.9996454
dataset_name-Samusik_seed-42 dgcytof num-3 run0 22 gd T cells gd T cells 217 247 138 756486 0.6112676 0.0003264 0.3887324 0.9996736
dataset_name-Samusik_seed-42 dgcytof num-3 run0 23 mDCs mDCs 745 365 227 755751 0.7664609 0.0004827 0.2335391 0.9995173
dataset_name-Samusik_seed-42 dgcytof num-3 run0 24 pDCs pDCs 23120 1309 662 731997 0.9721638 0.0017851 0.0278362 0.9982149
dataset_name-Samusik_seed-42 dgcytof num-3 run0 25 ungated ungated 245312 24661 52238 434877 0.8244396 0.0536648 0.1755604 0.9463352
dataset_name-Samusik_seed-42 dgcytof num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 2010 836 1751 753541 0.5344323 0.0011082 0.4655677 0.9988918
dataset_name-Samusik_seed-42 dgcytof num-4 run0 2 Basophils Basophils 2744 664 873 753857 0.7586398 0.0008800 0.2413602 0.9991200
dataset_name-Samusik_seed-42 dgcytof num-4 run0 3 CD4 T cells CD4 T cells 4226 956 886 752070 0.8266823 0.0012695 0.1733177 0.9987305
dataset_name-Samusik_seed-42 dgcytof num-4 run0 4 CD8 T cells CD8 T cells 10231 1149 1003 745755 0.9107175 0.0015384 0.0892825 0.9984616
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5 CLP CLP 58 32 376 757672 0.1336406 0.0000422 0.8663594 0.9999578
dataset_name-Samusik_seed-42 dgcytof num-4 run0 6 CMP CMP 776 310 1059 755993 0.4228883 0.0004099 0.5771117 0.9995901
dataset_name-Samusik_seed-42 dgcytof num-4 run0 7 Classical Monocytes Classical Monocytes 84077 7216 4127 662718 0.9532107 0.0107712 0.0467893 0.9892288
dataset_name-Samusik_seed-42 dgcytof num-4 run0 8 Eosinophils Eosinophils 46437 4081 2147 705473 0.9558085 0.0057515 0.0441915 0.9942485
dataset_name-Samusik_seed-42 dgcytof num-4 run0 9 GMP GMP 4274 2094 1144 750626 0.7888520 0.0027819 0.2111480 0.9972181
dataset_name-Samusik_seed-42 dgcytof num-4 run0 10 HSC HSC 3 4 21 758110 0.1250000 0.0000053 0.8750000 0.9999947
dataset_name-Samusik_seed-42 dgcytof num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 39953 4383 4047 709755 0.9080227 0.0061375 0.0919773 0.9938625
dataset_name-Samusik_seed-42 dgcytof num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101577 5284 1158 650119 0.9887283 0.0080622 0.0112717 0.9919378
dataset_name-Samusik_seed-42 dgcytof num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16210 3029 2538 736361 0.8646256 0.0040966 0.1353744 0.9959034
dataset_name-Samusik_seed-42 dgcytof num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 70720 6788 4729 675901 0.9373219 0.0099430 0.0626781 0.9900570
dataset_name-Samusik_seed-42 dgcytof num-4 run0 15 MEP MEP 2702 896 2183 752357 0.5531218 0.0011895 0.4468782 0.9988105
dataset_name-Samusik_seed-42 dgcytof num-4 run0 16 MPP MPP 620 250 505 756763 0.5511111 0.0003302 0.4488889 0.9996698
dataset_name-Samusik_seed-42 dgcytof num-4 run0 17 Macrophages Macrophages 400 244 2250 755244 0.1509434 0.0003230 0.8490566 0.9996770
dataset_name-Samusik_seed-42 dgcytof num-4 run0 18 NK cells NK cells 2408 813 383 754534 0.8627732 0.0010763 0.1372268 0.9989237
dataset_name-Samusik_seed-42 dgcytof num-4 run0 19 NKT cells NKT cells 7200 1791 371 748776 0.9509972 0.0023862 0.0490028 0.9976138
dataset_name-Samusik_seed-42 dgcytof num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6908 1110 229 749891 0.9679137 0.0014780 0.0320863 0.9985220
dataset_name-Samusik_seed-42 dgcytof num-4 run0 21 Plasma Cells Plasma Cells 1176 199 322 756441 0.7850467 0.0002630 0.2149533 0.9997370
dataset_name-Samusik_seed-42 dgcytof num-4 run0 22 gd T cells gd T cells 89 14 272 757763 0.2465374 0.0000185 0.7534626 0.9999815
dataset_name-Samusik_seed-42 dgcytof num-4 run0 23 mDCs mDCs 322 91 633 757092 0.3371728 0.0001202 0.6628272 0.9998798
dataset_name-Samusik_seed-42 dgcytof num-4 run0 24 pDCs pDCs 23084 1229 720 733105 0.9697530 0.0016736 0.0302470 0.9983264
dataset_name-Samusik_seed-42 dgcytof num-4 run0 25 ungated ungated 253168 33302 43038 428630 0.8547025 0.0720929 0.1452975 0.9279071
dataset_name-Samusik_seed-42 dgcytof num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 842 172 2977 760371 0.2204766 0.0002262 0.7795234 0.9997738
dataset_name-Samusik_seed-42 dgcytof num-5 run0 2 Basophils Basophils 2799 761 836 759966 0.7700138 0.0010004 0.2299862 0.9989996
dataset_name-Samusik_seed-42 dgcytof num-5 run0 3 CD4 T cells CD4 T cells 3317 579 1906 758560 0.6350756 0.0007627 0.3649244 0.9992373
dataset_name-Samusik_seed-42 dgcytof num-5 run0 4 CD8 T cells CD8 T cells 10841 1885 697 750939 0.9395909 0.0025039 0.0604091 0.9974961
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5 CLP CLP 143 288 298 763633 0.3242630 0.0003770 0.6757370 0.9996230
dataset_name-Samusik_seed-42 dgcytof num-5 run0 6 CMP CMP 793 301 1052 762216 0.4298103 0.0003947 0.5701897 0.9996053
dataset_name-Samusik_seed-42 dgcytof num-5 run0 7 Classical Monocytes Classical Monocytes 81974 5569 7290 669529 0.9183321 0.0082492 0.0816679 0.9917508
dataset_name-Samusik_seed-42 dgcytof num-5 run0 8 Eosinophils Eosinophils 44472 2101 4219 713570 0.9133515 0.0029357 0.0866485 0.9970643
dataset_name-Samusik_seed-42 dgcytof num-5 run0 9 GMP GMP 3219 1222 2188 757733 0.5953394 0.0016101 0.4046606 0.9983899
dataset_name-Samusik_seed-42 dgcytof num-5 run0 10 HSC HSC 0 1 27 764334 0.0000000 0.0000013 1.0000000 0.9999987
dataset_name-Samusik_seed-42 dgcytof num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 37727 2999 8142 715494 0.8224945 0.0041740 0.1775055 0.9958260
dataset_name-Samusik_seed-42 dgcytof num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 105359 8169 742 650092 0.9930067 0.0124100 0.0069933 0.9875900
dataset_name-Samusik_seed-42 dgcytof num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 15969 2445 2901 743047 0.8462639 0.0032797 0.1537361 0.9967203
dataset_name-Samusik_seed-42 dgcytof num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 71671 8036 2559 682096 0.9655261 0.0116441 0.0344739 0.9883559
dataset_name-Samusik_seed-42 dgcytof num-5 run0 15 MEP MEP 3579 1533 1306 757944 0.7326510 0.0020185 0.2673490 0.9979815
dataset_name-Samusik_seed-42 dgcytof num-5 run0 16 MPP MPP 679 354 458 762871 0.5971856 0.0004638 0.4028144 0.9995362
dataset_name-Samusik_seed-42 dgcytof num-5 run0 17 Macrophages Macrophages 1419 759 1120 761064 0.5588814 0.0009963 0.4411186 0.9990037
dataset_name-Samusik_seed-42 dgcytof num-5 run0 18 NK cells NK cells 1854 332 1062 761114 0.6358025 0.0004360 0.3641975 0.9995640
dataset_name-Samusik_seed-42 dgcytof num-5 run0 19 NKT cells NKT cells 6262 471 1435 756194 0.8135637 0.0006225 0.1864363 0.9993775
dataset_name-Samusik_seed-42 dgcytof num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6960 1285 493 755624 0.9338521 0.0016977 0.0661479 0.9983023
dataset_name-Samusik_seed-42 dgcytof num-5 run0 21 Plasma Cells Plasma Cells 1420 628 145 762169 0.9073482 0.0008233 0.0926518 0.9991767
dataset_name-Samusik_seed-42 dgcytof num-5 run0 22 gd T cells gd T cells 186 41 160 763975 0.5375723 0.0000537 0.4624277 0.9999463
dataset_name-Samusik_seed-42 dgcytof num-5 run0 23 mDCs mDCs 370 96 619 763277 0.3741153 0.0001258 0.6258847 0.9998742
dataset_name-Samusik_seed-42 dgcytof num-5 run0 24 pDCs pDCs 22581 780 1479 739522 0.9385287 0.0010536 0.0614713 0.9989464
dataset_name-Samusik_seed-42 dgcytof num-5 run0 25 ungated ungated 255399 43720 40416 424827 0.8633741 0.0933097 0.1366259 0.9066903
dataset_name-Samusik_seed-42 lda num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 19 379 2462 571418 0.0076582 0.0006628 0.9923418 0.9993372
dataset_name-Samusik_seed-42 lda num-1 run0 2 Basophils Basophils 2762 2787 715 568014 0.7943630 0.0048826 0.2056370 0.9951174
dataset_name-Samusik_seed-42 lda num-1 run0 3 CD4 T cells CD4 T cells 4454 4238 512 565074 0.8968989 0.0074441 0.1031011 0.9925559
dataset_name-Samusik_seed-42 lda num-1 run0 4 CD8 T cells CD8 T cells 9263 3382 1419 560214 0.8671597 0.0060008 0.1328403 0.9939992
dataset_name-Samusik_seed-42 lda num-1 run0 5 CLP CLP 110 1729 231 572208 0.3225806 0.0030125 0.6774194 0.9969875
dataset_name-Samusik_seed-42 lda num-1 run0 6 CMP CMP 508 2971 927 569872 0.3540070 0.0051864 0.6459930 0.9948136
dataset_name-Samusik_seed-42 lda num-1 run0 7 Classical Monocytes Classical Monocytes 32748 21273 20560 499697 0.6143168 0.0408334 0.3856832 0.9591666
dataset_name-Samusik_seed-42 lda num-1 run0 8 Eosinophils Eosinophils 33234 5985 7485 527574 0.8161792 0.0112171 0.1838208 0.9887829
dataset_name-Samusik_seed-42 lda num-1 run0 9 GMP GMP 3046 6005 1877 563350 0.6187284 0.0105470 0.3812716 0.9894530
dataset_name-Samusik_seed-42 lda num-1 run0 10 HSC HSC 3 244 20 574011 0.1304348 0.0004249 0.8695652 0.9995751
dataset_name-Samusik_seed-42 lda num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 6343 6887 11080 549968 0.3640590 0.0123677 0.6359410 0.9876323
dataset_name-Samusik_seed-42 lda num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 84172 6102 3675 480329 0.9581659 0.0125444 0.0418341 0.9874556
dataset_name-Samusik_seed-42 lda num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 853 2556 7994 562875 0.0964169 0.0045204 0.9035831 0.9954796
dataset_name-Samusik_seed-42 lda num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 52657 20707 6829 494085 0.8851999 0.0402240 0.1148001 0.9597760
dataset_name-Samusik_seed-42 lda num-1 run0 15 MEP MEP 2897 5278 1881 564222 0.6063206 0.0092678 0.3936794 0.9907322
dataset_name-Samusik_seed-42 lda num-1 run0 16 MPP MPP 377 3125 476 570300 0.4419695 0.0054497 0.5580305 0.9945503
dataset_name-Samusik_seed-42 lda num-1 run0 17 Macrophages Macrophages 1764 2267 731 569516 0.7070140 0.0039648 0.2929860 0.9960352
dataset_name-Samusik_seed-42 lda num-1 run0 18 NK cells NK cells 2405 5138 496 566239 0.8290245 0.0089923 0.1709755 0.9910077
dataset_name-Samusik_seed-42 lda num-1 run0 19 NKT cells NKT cells 5587 5818 1708 561165 0.7658670 0.0102613 0.2341330 0.9897387
dataset_name-Samusik_seed-42 lda num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 5807 2153 872 565446 0.8694415 0.0037932 0.1305585 0.9962068
dataset_name-Samusik_seed-42 lda num-1 run0 21 Plasma Cells Plasma Cells 1538 317 34 572389 0.9783715 0.0005535 0.0216285 0.9994465
dataset_name-Samusik_seed-42 lda num-1 run0 22 gd T cells gd T cells 308 1187 35 572748 0.8979592 0.0020682 0.1020408 0.9979318
dataset_name-Samusik_seed-42 lda num-1 run0 23 mDCs mDCs 845 1039 125 572269 0.8711340 0.0018123 0.1288660 0.9981877
dataset_name-Samusik_seed-42 lda num-1 run0 24 pDCs pDCs 18247 1483 4647 549901 0.7970211 0.0026896 0.2029789 0.9973104
dataset_name-Samusik_seed-42 lda num-1 run0 25 ungated ungated 130453 60828 97087 285910 0.5733190 0.1754293 0.4266810 0.8245707
dataset_name-Samusik_seed-42 lda num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 34 810 1750 535710 0.0190583 0.0015097 0.9809417 0.9984903
dataset_name-Samusik_seed-42 lda num-2 run0 2 Basophils Basophils 1729 1445 1525 533605 0.5313460 0.0027007 0.4686540 0.9972993
dataset_name-Samusik_seed-42 lda num-2 run0 3 CD4 T cells CD4 T cells 3984 3583 758 529979 0.8401518 0.0067152 0.1598482 0.9932848
dataset_name-Samusik_seed-42 lda num-2 run0 4 CD8 T cells CD8 T cells 8029 2742 2414 525119 0.7688404 0.0051945 0.2311596 0.9948055
dataset_name-Samusik_seed-42 lda num-2 run0 5 CLP CLP 49 1103 282 536870 0.1480363 0.0020503 0.8519637 0.9979497
dataset_name-Samusik_seed-42 lda num-2 run0 6 CMP CMP 199 1169 1048 535888 0.1595830 0.0021767 0.8404170 0.9978233
dataset_name-Samusik_seed-42 lda num-2 run0 7 Classical Monocytes Classical Monocytes 14639 11108 37604 474953 0.2802098 0.0228531 0.7197902 0.9771469
dataset_name-Samusik_seed-42 lda num-2 run0 8 Eosinophils Eosinophils 31739 6593 6639 493333 0.8270103 0.0131880 0.1729897 0.9868120
dataset_name-Samusik_seed-42 lda num-2 run0 9 GMP GMP 934 1760 3080 532530 0.2326856 0.0032941 0.7673144 0.9967059
dataset_name-Samusik_seed-42 lda num-2 run0 10 HSC HSC 2 134 24 538144 0.0769231 0.0002489 0.9230769 0.9997511
dataset_name-Samusik_seed-42 lda num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 5856 7259 4855 520334 0.5467277 0.0137587 0.4532723 0.9862413
dataset_name-Samusik_seed-42 lda num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 80447 5222 4591 448044 0.9460124 0.0115208 0.0539876 0.9884792
dataset_name-Samusik_seed-42 lda num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 359 937 3838 533170 0.0855373 0.0017543 0.9144627 0.9982457
dataset_name-Samusik_seed-42 lda num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 29819 10162 24089 474234 0.5531461 0.0209787 0.4468539 0.9790213
dataset_name-Samusik_seed-42 lda num-2 run0 15 MEP MEP 2090 3046 2460 530708 0.4593407 0.0057067 0.5406593 0.9942933
dataset_name-Samusik_seed-42 lda num-2 run0 16 MPP MPP 354 3495 437 534018 0.4475348 0.0065022 0.5524652 0.9934978
dataset_name-Samusik_seed-42 lda num-2 run0 17 Macrophages Macrophages 1902 2407 464 533531 0.8038884 0.0044912 0.1961116 0.9955088
dataset_name-Samusik_seed-42 lda num-2 run0 18 NK cells NK cells 1942 4283 798 531281 0.7087591 0.0079972 0.2912409 0.9920028
dataset_name-Samusik_seed-42 lda num-2 run0 19 NKT cells NKT cells 5194 5292 1883 525935 0.7339268 0.0099618 0.2660732 0.9900382
dataset_name-Samusik_seed-42 lda num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 5729 2396 1072 529107 0.8423761 0.0045080 0.1576239 0.9954920
dataset_name-Samusik_seed-42 lda num-2 run0 21 Plasma Cells Plasma Cells 1406 246 131 536521 0.9147690 0.0004583 0.0852310 0.9995417
dataset_name-Samusik_seed-42 lda num-2 run0 22 gd T cells gd T cells 280 965 54 537005 0.8383234 0.0017938 0.1616766 0.9982062
dataset_name-Samusik_seed-42 lda num-2 run0 23 mDCs mDCs 769 720 202 536613 0.7919670 0.0013400 0.2080330 0.9986600
dataset_name-Samusik_seed-42 lda num-2 run0 24 pDCs pDCs 17470 1298 5298 514238 0.7673050 0.0025178 0.2326950 0.9974822
dataset_name-Samusik_seed-42 lda num-2 run0 25 ungated ungated 151107 94067 66946 226184 0.6929829 0.2937290 0.3070171 0.7062710
dataset_name-Samusik_seed-42 lda num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 37 748 1978 526618 0.0183623 0.0014184 0.9816377 0.9985816
dataset_name-Samusik_seed-42 lda num-3 run0 2 Basophils Basophils 2884 3017 647 522833 0.8167658 0.0057374 0.1832342 0.9942626
dataset_name-Samusik_seed-42 lda num-3 run0 3 CD4 T cells CD4 T cells 4292 3991 644 520454 0.8695300 0.0076099 0.1304700 0.9923901
dataset_name-Samusik_seed-42 lda num-3 run0 4 CD8 T cells CD8 T cells 9779 3874 1181 514547 0.8922445 0.0074727 0.1077555 0.9925273
dataset_name-Samusik_seed-42 lda num-3 run0 5 CLP CLP 101 2141 226 526913 0.3088685 0.0040468 0.6911315 0.9959532
dataset_name-Samusik_seed-42 lda num-3 run0 6 CMP CMP 326 1918 1069 526068 0.2336918 0.0036327 0.7663082 0.9963673
dataset_name-Samusik_seed-42 lda num-3 run0 7 Classical Monocytes Classical Monocytes 17970 10915 21850 478646 0.4512808 0.0222955 0.5487192 0.9777045
dataset_name-Samusik_seed-42 lda num-3 run0 8 Eosinophils Eosinophils 34699 6548 7861 480273 0.8152961 0.0134505 0.1847039 0.9865495
dataset_name-Samusik_seed-42 lda num-3 run0 9 GMP GMP 2426 5430 2091 519434 0.5370821 0.0103455 0.4629179 0.9896545
dataset_name-Samusik_seed-42 lda num-3 run0 10 HSC HSC 2 212 22 529145 0.0833333 0.0004005 0.9166667 0.9995995
dataset_name-Samusik_seed-42 lda num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 2824 2329 10056 514172 0.2192547 0.0045092 0.7807453 0.9954908
dataset_name-Samusik_seed-42 lda num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 82641 6021 1623 439096 0.9807391 0.0135268 0.0192609 0.9864732
dataset_name-Samusik_seed-42 lda num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 1090 3684 5492 519115 0.1656032 0.0070467 0.8343968 0.9929533
dataset_name-Samusik_seed-42 lda num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 46080 18344 6397 458560 0.8780990 0.0384648 0.1219010 0.9615352
dataset_name-Samusik_seed-42 lda num-3 run0 15 MEP MEP 2759 4911 2039 519672 0.5750313 0.0093617 0.4249687 0.9906383
dataset_name-Samusik_seed-42 lda num-3 run0 16 MPP MPP 334 3425 512 525110 0.3947991 0.0064802 0.6052009 0.9935198
dataset_name-Samusik_seed-42 lda num-3 run0 17 Macrophages Macrophages 2569 3545 80 523187 0.9697999 0.0067302 0.0302001 0.9932698
dataset_name-Samusik_seed-42 lda num-3 run0 18 NK cells NK cells 2315 5223 561 521282 0.8049374 0.0099201 0.1950626 0.9900799
dataset_name-Samusik_seed-42 lda num-3 run0 19 NKT cells NKT cells 5460 5383 1867 516671 0.7451890 0.0103112 0.2548110 0.9896888
dataset_name-Samusik_seed-42 lda num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 4909 1544 1276 521652 0.7936944 0.0029511 0.2063056 0.9970489
dataset_name-Samusik_seed-42 lda num-3 run0 21 Plasma Cells Plasma Cells 1208 236 36 527901 0.9710611 0.0004469 0.0289389 0.9995531
dataset_name-Samusik_seed-42 lda num-3 run0 22 gd T cells gd T cells 235 613 105 528428 0.6911765 0.0011587 0.3088235 0.9988413
dataset_name-Samusik_seed-42 lda num-3 run0 23 mDCs mDCs 731 701 209 527740 0.7776596 0.0013265 0.2223404 0.9986735
dataset_name-Samusik_seed-42 lda num-3 run0 24 pDCs pDCs 17164 1232 5830 505155 0.7464556 0.0024329 0.2535444 0.9975671
dataset_name-Samusik_seed-42 lda num-3 run0 25 ungated ungated 129785 60776 83109 255711 0.6096226 0.1920332 0.3903774 0.8079668
dataset_name-Samusik_seed-42 lda num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 16 340 1592 505092 0.0099502 0.0006727 0.9900498 0.9993273
dataset_name-Samusik_seed-42 lda num-4 run0 2 Basophils Basophils 2355 2287 1093 501305 0.6830046 0.0045414 0.3169954 0.9954586
dataset_name-Samusik_seed-42 lda num-4 run0 3 CD4 T cells CD4 T cells 4162 3730 763 498385 0.8450761 0.0074286 0.1549239 0.9925714
dataset_name-Samusik_seed-42 lda num-4 run0 4 CD8 T cells CD8 T cells 9279 3503 1689 492569 0.8460066 0.0070615 0.1539934 0.9929385
dataset_name-Samusik_seed-42 lda num-4 run0 5 CLP CLP 99 1647 225 505069 0.3055556 0.0032503 0.6944444 0.9967497
dataset_name-Samusik_seed-42 lda num-4 run0 6 CMP CMP 374 2172 960 503534 0.2803598 0.0042950 0.7196402 0.9957050
dataset_name-Samusik_seed-42 lda num-4 run0 7 Classical Monocytes Classical Monocytes 20826 13359 21128 451727 0.4964008 0.0287237 0.5035992 0.9712763
dataset_name-Samusik_seed-42 lda num-4 run0 8 Eosinophils Eosinophils 34328 6720 7221 458771 0.8262052 0.0144364 0.1737948 0.9855636
dataset_name-Samusik_seed-42 lda num-4 run0 9 GMP GMP 2073 3688 2157 499122 0.4900709 0.0073348 0.5099291 0.9926652
dataset_name-Samusik_seed-42 lda num-4 run0 10 HSC HSC 3 353 20 506664 0.1304348 0.0006962 0.8695652 0.9993038
dataset_name-Samusik_seed-42 lda num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 3653 3899 5122 494366 0.4162963 0.0078252 0.5837037 0.9921748
dataset_name-Samusik_seed-42 lda num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 76128 4650 3351 422911 0.9578379 0.0108756 0.0421621 0.9891244
dataset_name-Samusik_seed-42 lda num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 487 1425 3496 501632 0.1222696 0.0028327 0.8777304 0.9971673
dataset_name-Samusik_seed-42 lda num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 37093 14477 14362 441108 0.7208823 0.0317767 0.2791177 0.9682233
dataset_name-Samusik_seed-42 lda num-4 run0 15 MEP MEP 2524 3905 2072 498539 0.5491732 0.0077720 0.4508268 0.9922280
dataset_name-Samusik_seed-42 lda num-4 run0 16 MPP MPP 311 3096 485 503148 0.3907035 0.0061156 0.6092965 0.9938844
dataset_name-Samusik_seed-42 lda num-4 run0 17 Macrophages Macrophages 2278 3019 200 501543 0.9192897 0.0059834 0.0807103 0.9940166
dataset_name-Samusik_seed-42 lda num-4 run0 18 NK cells NK cells 2047 4701 574 499718 0.7809996 0.0093196 0.2190004 0.9906804
dataset_name-Samusik_seed-42 lda num-4 run0 19 NKT cells NKT cells 5576 5976 1662 493826 0.7703786 0.0119567 0.2296214 0.9880433
dataset_name-Samusik_seed-42 lda num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 5620 2042 1213 498165 0.8224791 0.0040823 0.1775209 0.9959177
dataset_name-Samusik_seed-42 lda num-4 run0 21 Plasma Cells Plasma Cells 1437 291 60 505252 0.9599198 0.0005756 0.0400802 0.9994244
dataset_name-Samusik_seed-42 lda num-4 run0 22 gd T cells gd T cells 299 1128 51 505562 0.8542857 0.0022262 0.1457143 0.9977738
dataset_name-Samusik_seed-42 lda num-4 run0 23 mDCs mDCs 775 804 165 505296 0.8244681 0.0015886 0.1755319 0.9984114
dataset_name-Samusik_seed-42 lda num-4 run0 24 pDCs pDCs 17756 1348 5291 482645 0.7704257 0.0027852 0.2295743 0.9972148
dataset_name-Samusik_seed-42 lda num-4 run0 25 ungated ungated 126200 62781 76389 241670 0.6229361 0.2062105 0.3770639 0.7937895
dataset_name-Samusik_seed-42 lda num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 54 920 2354 546923 0.0224252 0.0016793 0.9775748 0.9983207
dataset_name-Samusik_seed-42 lda num-5 run0 2 Basophils Basophils 1856 1565 1557 545273 0.5438031 0.0028619 0.4561969 0.9971381
dataset_name-Samusik_seed-42 lda num-5 run0 3 CD4 T cells CD4 T cells 4443 4151 630 541027 0.8758131 0.0076140 0.1241869 0.9923860
dataset_name-Samusik_seed-42 lda num-5 run0 4 CD8 T cells CD8 T cells 9449 3453 1788 535561 0.8408828 0.0064061 0.1591172 0.9935939
dataset_name-Samusik_seed-42 lda num-5 run0 5 CLP CLP 80 1510 250 548411 0.2424242 0.0027458 0.7575758 0.9972542
dataset_name-Samusik_seed-42 lda num-5 run0 6 CMP CMP 354 1831 803 547263 0.3059637 0.0033346 0.6940363 0.9966654
dataset_name-Samusik_seed-42 lda num-5 run0 7 Classical Monocytes Classical Monocytes 25432 17891 17438 489490 0.5932354 0.0352615 0.4067646 0.9647385
dataset_name-Samusik_seed-42 lda num-5 run0 8 Eosinophils Eosinophils 34581 6539 6628 502503 0.8391613 0.0128457 0.1608387 0.9871543
dataset_name-Samusik_seed-42 lda num-5 run0 9 GMP GMP 1346 1922 2459 544524 0.3537451 0.0035173 0.6462549 0.9964827
dataset_name-Samusik_seed-42 lda num-5 run0 10 HSC HSC 0 0 27 550224 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 lda num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 7157 8263 10511 524320 0.4050826 0.0155150 0.5949174 0.9844850
dataset_name-Samusik_seed-42 lda num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 82424 5514 5697 456616 0.9353503 0.0119317 0.0646497 0.9880683
dataset_name-Samusik_seed-42 lda num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 683 1948 7328 540292 0.0852578 0.0035925 0.9147422 0.9964075
dataset_name-Samusik_seed-42 lda num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 43344 16629 10049 480229 0.8117918 0.0334683 0.1882082 0.9665317
dataset_name-Samusik_seed-42 lda num-5 run0 15 MEP MEP 2352 3644 2314 541941 0.5040720 0.0066791 0.4959280 0.9933209
dataset_name-Samusik_seed-42 lda num-5 run0 16 MPP MPP 390 2790 353 546718 0.5248991 0.0050773 0.4751009 0.9949227
dataset_name-Samusik_seed-42 lda num-5 run0 17 Macrophages Macrophages 2036 2696 333 545186 0.8594344 0.0049208 0.1405656 0.9950792
dataset_name-Samusik_seed-42 lda num-5 run0 18 NK cells NK cells 2092 4529 649 542981 0.7632251 0.0082720 0.2367749 0.9917280
dataset_name-Samusik_seed-42 lda num-5 run0 19 NKT cells NKT cells 5507 5704 1822 537218 0.7513986 0.0105061 0.2486014 0.9894939
dataset_name-Samusik_seed-42 lda num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6196 2614 827 540614 0.8822441 0.0048120 0.1177559 0.9951880
dataset_name-Samusik_seed-42 lda num-5 run0 21 Plasma Cells Plasma Cells 1461 294 104 548392 0.9335463 0.0005358 0.0664537 0.9994642
dataset_name-Samusik_seed-42 lda num-5 run0 22 gd T cells gd T cells 295 1030 44 548882 0.8702065 0.0018730 0.1297935 0.9981270
dataset_name-Samusik_seed-42 lda num-5 run0 23 mDCs mDCs 764 709 203 548575 0.7900724 0.0012908 0.2099276 0.9987092
dataset_name-Samusik_seed-42 lda num-5 run0 24 pDCs pDCs 19558 1676 3951 525066 0.8319367 0.0031818 0.1680633 0.9968182
dataset_name-Samusik_seed-42 lda num-5 run0 25 ungated ungated 136387 64188 83891 265785 0.6191585 0.1945250 0.3808415 0.8054750
dataset_name-Samusik_seed-42 random num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 138 29467 3657 722641 0.0363636 0.0391792 0.9636364 0.9608208
dataset_name-Samusik_seed-42 random num-1 run0 2 Basophils Basophils 148 30452 3515 721788 0.0404040 0.0404818 0.9595960 0.9595182
dataset_name-Samusik_seed-42 random num-1 run0 3 CD4 T cells CD4 T cells 176 30350 4897 720480 0.0346935 0.0404219 0.9653065 0.9595781
dataset_name-Samusik_seed-42 random num-1 run0 4 CD8 T cells CD8 T cells 430 30255 10529 714689 0.0392372 0.0406138 0.9607628 0.9593862
dataset_name-Samusik_seed-42 random num-1 run0 5 CLP CLP 15 29704 419 725765 0.0345622 0.0393186 0.9654378 0.9606814
dataset_name-Samusik_seed-42 random num-1 run0 6 CMP CMP 85 30013 1783 724022 0.0455032 0.0398032 0.9544968 0.9601968
dataset_name-Samusik_seed-42 random num-1 run0 7 Classical Monocytes Classical Monocytes 3647 26310 86928 639018 0.0402650 0.0395444 0.9597350 0.9604556
dataset_name-Samusik_seed-42 random num-1 run0 8 Eosinophils Eosinophils 1817 28131 45432 680523 0.0384558 0.0396964 0.9615442 0.9603036
dataset_name-Samusik_seed-42 random num-1 run0 9 GMP GMP 218 30574 5420 719691 0.0386662 0.0407509 0.9613338 0.9592491
dataset_name-Samusik_seed-42 random num-1 run0 10 HSC HSC 1 30336 25 725541 0.0384615 0.0401335 0.9615385 0.9598665
dataset_name-Samusik_seed-42 random num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1731 28933 41899 683340 0.0396745 0.0406207 0.9603255 0.9593793
dataset_name-Samusik_seed-42 random num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4092 26217 98480 627114 0.0398939 0.0401282 0.9601061 0.9598718
dataset_name-Samusik_seed-42 random num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 725 30317 17692 707169 0.0393658 0.0411086 0.9606342 0.9588914
dataset_name-Samusik_seed-42 random num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 3003 26519 72692 653689 0.0396724 0.0389866 0.9603276 0.9610134
dataset_name-Samusik_seed-42 random num-1 run0 15 MEP MEP 200 30818 4774 720111 0.0402091 0.0410398 0.9597909 0.9589602
dataset_name-Samusik_seed-42 random num-1 run0 16 MPP MPP 45 29649 1076 725133 0.0401427 0.0392815 0.9598573 0.9607185
dataset_name-Samusik_seed-42 random num-1 run0 17 Macrophages Macrophages 104 30167 2533 723099 0.0394388 0.0400483 0.9605612 0.9599517
dataset_name-Samusik_seed-42 random num-1 run0 18 NK cells NK cells 125 29771 2953 723054 0.0406108 0.0395457 0.9593892 0.9604543
dataset_name-Samusik_seed-42 random num-1 run0 19 NKT cells NKT cells 316 29775 7324 718488 0.0413613 0.0397922 0.9586387 0.9602078
dataset_name-Samusik_seed-42 random num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 268 30112 6809 718714 0.0378692 0.0402123 0.9621308 0.9597877
dataset_name-Samusik_seed-42 random num-1 run0 21 Plasma Cells Plasma Cells 52 30366 1523 723962 0.0330159 0.0402557 0.9669841 0.9597443
dataset_name-Samusik_seed-42 random num-1 run0 22 gd T cells gd T cells 11 29520 338 726034 0.0315186 0.0390707 0.9684814 0.9609293
dataset_name-Samusik_seed-42 random num-1 run0 23 mDCs mDCs 41 30256 939 724667 0.0418367 0.0400783 0.9581633 0.9599217
dataset_name-Samusik_seed-42 random num-1 run0 24 pDCs pDCs 987 29647 22629 702640 0.0417937 0.0404855 0.9582063 0.9595145
dataset_name-Samusik_seed-42 random num-1 run0 25 ungated ungated 11645 18224 281617 444417 0.0397085 0.0393912 0.9602915 0.9606088
dataset_name-Samusik_seed-42 random num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 145 29984 3619 727183 0.0385228 0.0396002 0.9614772 0.9603998
dataset_name-Samusik_seed-42 random num-2 run0 2 Basophils Basophils 140 29968 3361 727462 0.0399886 0.0395654 0.9600114 0.9604346
dataset_name-Samusik_seed-42 random num-2 run0 3 CD4 T cells CD4 T cells 201 31051 4723 724956 0.0408205 0.0410724 0.9591795 0.9589276
dataset_name-Samusik_seed-42 random num-2 run0 4 CD8 T cells CD8 T cells 419 30565 10465 719482 0.0384969 0.0407508 0.9615031 0.9592492
dataset_name-Samusik_seed-42 random num-2 run0 5 CLP CLP 18 29864 428 730621 0.0403587 0.0392697 0.9596413 0.9607303
dataset_name-Samusik_seed-42 random num-2 run0 6 CMP CMP 84 30455 1728 728664 0.0463576 0.0401189 0.9536424 0.9598811
dataset_name-Samusik_seed-42 random num-2 run0 7 Classical Monocytes Classical Monocytes 3649 27166 86077 644039 0.0406683 0.0404735 0.9593317 0.9595265
dataset_name-Samusik_seed-42 random num-2 run0 8 Eosinophils Eosinophils 1823 28238 43909 686961 0.0398627 0.0394827 0.9601373 0.9605173
dataset_name-Samusik_seed-42 random num-2 run0 9 GMP GMP 232 30509 5074 725116 0.0437241 0.0403758 0.9562759 0.9596242
dataset_name-Samusik_seed-42 random num-2 run0 10 HSC HSC 1 29919 25 730986 0.0384615 0.0393203 0.9615385 0.9606797
dataset_name-Samusik_seed-42 random num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1762 27975 42885 688309 0.0394651 0.0390557 0.9605349 0.9609443
dataset_name-Samusik_seed-42 random num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4284 26591 101153 628903 0.0406309 0.0405664 0.9593691 0.9594336
dataset_name-Samusik_seed-42 random num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 838 30032 18318 711743 0.0437461 0.0404867 0.9562539 0.9595133
dataset_name-Samusik_seed-42 random num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 3031 27797 72340 657763 0.0402144 0.0405464 0.9597856 0.9594536
dataset_name-Samusik_seed-42 random num-2 run0 15 MEP MEP 190 30098 4597 726046 0.0396908 0.0398046 0.9603092 0.9601954
dataset_name-Samusik_seed-42 random num-2 run0 16 MPP MPP 51 30437 1049 729394 0.0463636 0.0400576 0.9536364 0.9599424
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 92 31141 2502 727196 0.0354665 0.0410649 0.9645335 0.9589351
dataset_name-Samusik_seed-42 random num-2 run0 18 NK cells NK cells 112 29716 2800 728303 0.0384615 0.0392022 0.9615385 0.9607978
dataset_name-Samusik_seed-42 random num-2 run0 19 NKT cells NKT cells 288 30226 7266 723151 0.0381255 0.0401207 0.9618745 0.9598793
dataset_name-Samusik_seed-42 random num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 276 30023 6813 723819 0.0389336 0.0398266 0.9610664 0.9601734
dataset_name-Samusik_seed-42 random num-2 run0 21 Plasma Cells Plasma Cells 53 29669 1492 729717 0.0343042 0.0390697 0.9656958 0.9609303
dataset_name-Samusik_seed-42 random num-2 run0 22 gd T cells gd T cells 20 30584 327 730000 0.0576369 0.0402112 0.9423631 0.9597888
dataset_name-Samusik_seed-42 random num-2 run0 23 mDCs mDCs 44 30429 945 729513 0.0444894 0.0400412 0.9555106 0.9599588
dataset_name-Samusik_seed-42 random num-2 run0 24 pDCs pDCs 965 29626 22646 707694 0.0408708 0.0401807 0.9591292 0.9598193
dataset_name-Samusik_seed-42 random num-2 run0 25 ungated ungated 11819 18331 285852 444929 0.0397049 0.0395696 0.9602951 0.9604304
dataset_name-Samusik_seed-42 random num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 146 30180 3751 723011 0.0374647 0.0400695 0.9625353 0.9599305
dataset_name-Samusik_seed-42 random num-3 run0 2 Basophils Basophils 129 30447 3570 722942 0.0348743 0.0404134 0.9651257 0.9595866
dataset_name-Samusik_seed-42 random num-3 run0 3 CD4 T cells CD4 T cells 221 30848 4846 721173 0.0436156 0.0410201 0.9563844 0.9589799
dataset_name-Samusik_seed-42 random num-3 run0 4 CD8 T cells CD8 T cells 447 30289 10709 715643 0.0400681 0.0406056 0.9599319 0.9593944
dataset_name-Samusik_seed-42 random num-3 run0 5 CLP CLP 13 30135 415 726525 0.0303738 0.0398263 0.9696262 0.9601737
dataset_name-Samusik_seed-42 random num-3 run0 6 CMP CMP 72 31013 1770 724233 0.0390879 0.0410634 0.9609121 0.9589366
dataset_name-Samusik_seed-42 random num-3 run0 7 Classical Monocytes Classical Monocytes 3546 27160 84048 642334 0.0404822 0.0405680 0.9595178 0.9594320
dataset_name-Samusik_seed-42 random num-3 run0 8 Eosinophils Eosinophils 2008 28347 46837 679896 0.0411096 0.0400244 0.9588904 0.9599756
dataset_name-Samusik_seed-42 random num-3 run0 9 GMP GMP 223 29912 5246 721707 0.0407753 0.0397968 0.9592247 0.9602032
dataset_name-Samusik_seed-42 random num-3 run0 10 HSC HSC 1 29775 27 727285 0.0357143 0.0393298 0.9642857 0.9606702
dataset_name-Samusik_seed-42 random num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1863 28143 43558 683524 0.0410163 0.0395452 0.9589837 0.9604548
dataset_name-Samusik_seed-42 random num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 3901 25674 96072 631441 0.0390205 0.0390708 0.9609795 0.9609292
dataset_name-Samusik_seed-42 random num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 803 29839 18727 707719 0.0411162 0.0404565 0.9588838 0.9595435
dataset_name-Samusik_seed-42 random num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 2940 26967 70815 656366 0.0398617 0.0394639 0.9601383 0.9605361
dataset_name-Samusik_seed-42 random num-3 run0 15 MEP MEP 204 29450 4775 722659 0.0409721 0.0391566 0.9590279 0.9608434
dataset_name-Samusik_seed-42 random num-3 run0 16 MPP MPP 43 30285 1077 725683 0.0383929 0.0400612 0.9616071 0.9599388
dataset_name-Samusik_seed-42 random num-3 run0 17 Macrophages Macrophages 104 30348 2603 724033 0.0384189 0.0402290 0.9615811 0.9597710
dataset_name-Samusik_seed-42 random num-3 run0 18 NK cells NK cells 115 29468 2937 724568 0.0376802 0.0390804 0.9623198 0.9609196
dataset_name-Samusik_seed-42 random num-3 run0 19 NKT cells NKT cells 306 30119 7366 719297 0.0398853 0.0401900 0.9601147 0.9598100
dataset_name-Samusik_seed-42 random num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 295 30394 6647 719752 0.0424950 0.0405174 0.9575050 0.9594826
dataset_name-Samusik_seed-42 random num-3 run0 21 Plasma Cells Plasma Cells 43 29909 1210 725926 0.0343176 0.0395708 0.9656824 0.9604292
dataset_name-Samusik_seed-42 random num-3 run0 22 gd T cells gd T cells 16 30377 339 726356 0.0450704 0.0401423 0.9549296 0.9598577
dataset_name-Samusik_seed-42 random num-3 run0 23 mDCs mDCs 51 29688 921 726428 0.0524691 0.0392638 0.9475309 0.9607362
dataset_name-Samusik_seed-42 random num-3 run0 24 pDCs pDCs 975 29858 22807 703448 0.0409974 0.0407170 0.9590026 0.9592830
dataset_name-Samusik_seed-42 random num-3 run0 25 ungated ungated 11781 18217 285769 441321 0.0395933 0.0396420 0.9604067 0.9603580
dataset_name-Samusik_seed-42 random num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 149 30957 3612 723420 0.0396171 0.0410365 0.9603829 0.9589635
dataset_name-Samusik_seed-42 random num-4 run0 2 Basophils Basophils 142 30047 3475 724474 0.0392591 0.0398226 0.9607409 0.9601774
dataset_name-Samusik_seed-42 random num-4 run0 3 CD4 T cells CD4 T cells 207 29985 4905 723041 0.0404930 0.0398193 0.9595070 0.9601807
dataset_name-Samusik_seed-42 random num-4 run0 4 CD8 T cells CD8 T cells 456 30166 10778 716738 0.0405911 0.0403881 0.9594089 0.9596119
dataset_name-Samusik_seed-42 random num-4 run0 5 CLP CLP 16 29769 418 727935 0.0368664 0.0392884 0.9631336 0.9607116
dataset_name-Samusik_seed-42 random num-4 run0 6 CMP CMP 58 29935 1777 726368 0.0316076 0.0395807 0.9683924 0.9604193
dataset_name-Samusik_seed-42 random num-4 run0 7 Classical Monocytes Classical Monocytes 3618 27261 84586 642673 0.0410185 0.0406921 0.9589815 0.9593079
dataset_name-Samusik_seed-42 random num-4 run0 8 Eosinophils Eosinophils 1966 28495 46618 681059 0.0404660 0.0401590 0.9595340 0.9598410
dataset_name-Samusik_seed-42 random num-4 run0 9 GMP GMP 194 29433 5224 723287 0.0358066 0.0391022 0.9641934 0.9608978
dataset_name-Samusik_seed-42 random num-4 run0 10 HSC HSC 2 30493 22 727621 0.0833333 0.0402222 0.9166667 0.9597778
dataset_name-Samusik_seed-42 random num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1724 28314 42276 685824 0.0391818 0.0396478 0.9608182 0.9603522
dataset_name-Samusik_seed-42 random num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 3995 25630 98740 629773 0.0388865 0.0391057 0.9611135 0.9608943
dataset_name-Samusik_seed-42 random num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 756 30016 17992 709374 0.0403243 0.0405956 0.9596757 0.9594044
dataset_name-Samusik_seed-42 random num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 2982 27771 72467 654918 0.0395234 0.0406788 0.9604766 0.9593212
dataset_name-Samusik_seed-42 random num-4 run0 15 MEP MEP 197 29835 4688 723418 0.0403275 0.0396082 0.9596725 0.9603918
dataset_name-Samusik_seed-42 random num-4 run0 16 MPP MPP 43 30331 1082 726682 0.0382222 0.0400667 0.9617778 0.9599333
dataset_name-Samusik_seed-42 random num-4 run0 17 Macrophages Macrophages 118 30564 2532 724924 0.0445283 0.0404560 0.9554717 0.9595440
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 99 31024 2692 724323 0.0354712 0.0410725 0.9645288 0.9589275
dataset_name-Samusik_seed-42 random num-4 run0 19 NKT cells NKT cells 281 29668 7290 720899 0.0371153 0.0395275 0.9628847 0.9604725
dataset_name-Samusik_seed-42 random num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 273 29428 6864 721573 0.0382514 0.0391850 0.9617486 0.9608150
dataset_name-Samusik_seed-42 random num-4 run0 21 Plasma Cells Plasma Cells 55 29763 1443 726877 0.0367156 0.0393357 0.9632844 0.9606643
dataset_name-Samusik_seed-42 random num-4 run0 22 gd T cells gd T cells 14 30353 347 727424 0.0387812 0.0400553 0.9612188 0.9599447
dataset_name-Samusik_seed-42 random num-4 run0 23 mDCs mDCs 30 30404 925 726779 0.0314136 0.0401541 0.9685864 0.9598459
dataset_name-Samusik_seed-42 random num-4 run0 24 pDCs pDCs 1009 29723 22795 704611 0.0423878 0.0404761 0.9576122 0.9595239
dataset_name-Samusik_seed-42 random num-4 run0 25 ungated ungated 11692 18697 284514 443235 0.0394725 0.0404757 0.9605275 0.9595243
dataset_name-Samusik_seed-42 random num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 159 30792 3660 729751 0.0416339 0.0404869 0.9583661 0.9595131
dataset_name-Samusik_seed-42 random num-5 run0 2 Basophils Basophils 152 29799 3483 730928 0.0418157 0.0391717 0.9581843 0.9608283
dataset_name-Samusik_seed-42 random num-5 run0 3 CD4 T cells CD4 T cells 200 30225 5023 728914 0.0382922 0.0398148 0.9617078 0.9601852
dataset_name-Samusik_seed-42 random num-5 run0 4 CD8 T cells CD8 T cells 451 30925 11087 721899 0.0390882 0.0410787 0.9609118 0.9589213
dataset_name-Samusik_seed-42 random num-5 run0 5 CLP CLP 21 30613 420 733308 0.0476190 0.0400735 0.9523810 0.9599265
dataset_name-Samusik_seed-42 random num-5 run0 6 CMP CMP 73 30660 1772 731857 0.0395664 0.0402089 0.9604336 0.9597911
dataset_name-Samusik_seed-42 random num-5 run0 7 Classical Monocytes Classical Monocytes 3674 27346 85590 647752 0.0411588 0.0405067 0.9588412 0.9594933
dataset_name-Samusik_seed-42 random num-5 run0 8 Eosinophils Eosinophils 1946 29008 46745 686663 0.0399663 0.0405326 0.9600337 0.9594674
dataset_name-Samusik_seed-42 random num-5 run0 9 GMP GMP 215 30415 5192 728540 0.0397633 0.0400748 0.9602367 0.9599252
dataset_name-Samusik_seed-42 random num-5 run0 10 HSC HSC 1 30044 26 734291 0.0370370 0.0393074 0.9629630 0.9606926
dataset_name-Samusik_seed-42 random num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1792 28092 44077 690401 0.0390678 0.0390985 0.9609322 0.9609015
dataset_name-Samusik_seed-42 random num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4404 26723 101697 631538 0.0415076 0.0405964 0.9584924 0.9594036
dataset_name-Samusik_seed-42 random num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 763 30249 18107 715243 0.0404346 0.0405759 0.9595654 0.9594241
dataset_name-Samusik_seed-42 random num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 3035 27631 71195 662501 0.0408864 0.0400373 0.9591136 0.9599627
dataset_name-Samusik_seed-42 random num-5 run0 15 MEP MEP 196 30238 4689 729239 0.0401228 0.0398142 0.9598772 0.9601858
dataset_name-Samusik_seed-42 random num-5 run0 16 MPP MPP 43 30199 1094 733026 0.0378188 0.0395676 0.9621812 0.9604324
dataset_name-Samusik_seed-42 random num-5 run0 17 Macrophages Macrophages 107 30157 2432 731666 0.0421426 0.0395853 0.9578574 0.9604147
dataset_name-Samusik_seed-42 random num-5 run0 18 NK cells NK cells 116 30589 2800 730857 0.0397805 0.0401723 0.9602195 0.9598277
dataset_name-Samusik_seed-42 random num-5 run0 19 NKT cells NKT cells 324 29952 7373 726713 0.0420943 0.0395842 0.9579057 0.9604158
dataset_name-Samusik_seed-42 random num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 334 31048 7119 725861 0.0448142 0.0410195 0.9551858 0.9589805
dataset_name-Samusik_seed-42 random num-5 run0 21 Plasma Cells Plasma Cells 65 29956 1500 732841 0.0415335 0.0392713 0.9584665 0.9607287
dataset_name-Samusik_seed-42 random num-5 run0 22 gd T cells gd T cells 16 30666 330 733350 0.0462428 0.0401379 0.9537572 0.9598621
dataset_name-Samusik_seed-42 random num-5 run0 23 mDCs mDCs 41 29830 948 733543 0.0414560 0.0390766 0.9585440 0.9609234
dataset_name-Samusik_seed-42 random num-5 run0 24 pDCs pDCs 885 29996 23175 710306 0.0367830 0.0405186 0.9632170 0.9594814
dataset_name-Samusik_seed-42 random num-5 run0 25 ungated ungated 11708 18488 284107 450059 0.0395788 0.0394582 0.9604212 0.9605418
dataset_name-Transformed_seed-42 cyanno num-1 run0 1 B-cells IgM+ B-cells IgM+ 5828 328 500 159229 0.9209861 0.0020557 0.0790139 0.9979443
dataset_name-Transformed_seed-42 cyanno num-1 run0 2 B-cells IgM- B-cells IgM- 1531 160 1635 162559 0.4835755 0.0009833 0.5164245 0.9990167
dataset_name-Transformed_seed-42 cyanno num-1 run0 3 CD4 T-cells CD4 T-cells 58626 3259 2028 101972 0.9665644 0.0309700 0.0334356 0.9690300
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 45123 7069 4811 108882 0.9036528 0.0609654 0.0963472 0.9390346
dataset_name-Transformed_seed-42 cyanno num-1 run0 5 DC DC 864 14 1036 163971 0.4547368 0.0000854 0.5452632 0.9999146
dataset_name-Transformed_seed-42 cyanno num-1 run0 6 NK cells NK cells 21395 2681 2123 139686 0.9097287 0.0188316 0.0902713 0.9811684
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 13311 2246 3268 147060 0.8028832 0.0150429 0.1971168 0.9849571
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 2984 466 822 161613 0.7840252 0.0028751 0.2159748 0.9971249
dataset_name-Transformed_seed-42 cyanno num-2 run0 1 B-cells IgM+ B-cells IgM+ 5698 287 421 154423 0.9311979 0.0018551 0.0688021 0.9981449
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 2314 358 653 157504 0.7799124 0.0022678 0.2200876 0.9977322
dataset_name-Transformed_seed-42 cyanno num-2 run0 3 CD4 T-cells CD4 T-cells 57087 3406 1212 99124 0.9792106 0.0332195 0.0207894 0.9667805
dataset_name-Transformed_seed-42 cyanno num-2 run0 4 CD8 T-cells CD8 T-cells 43400 4505 4636 108288 0.9034890 0.0399404 0.0965110 0.9600596
dataset_name-Transformed_seed-42 cyanno num-2 run0 5 DC DC 1209 58 575 158987 0.6776906 0.0003647 0.3223094 0.9996353
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 20613 1374 2688 136154 0.8846401 0.0099907 0.1153599 0.9900093
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 14896 2548 1806 141579 0.8918692 0.0176789 0.1081308 0.9823211
dataset_name-Transformed_seed-42 cyanno num-2 run0 8 ungated ungated 2873 203 748 157005 0.7934272 0.0012913 0.2065728 0.9987087
dataset_name-Transformed_seed-42 cyanno num-3 run0 1 B-cells IgM+ B-cells IgM+ 5429 328 439 157161 0.9251875 0.0020827 0.0748125 0.9979173
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 2341 457 616 159943 0.7916808 0.0028491 0.2083192 0.9971509
dataset_name-Transformed_seed-42 cyanno num-3 run0 3 CD4 T-cells CD4 T-cells 56944 1872 2199 102342 0.9628189 0.0179630 0.0371811 0.9820370
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 44945 5098 4746 108568 0.9044897 0.0448507 0.0955103 0.9551493
dataset_name-Transformed_seed-42 cyanno num-3 run0 5 DC DC 1060 35 805 161457 0.5683646 0.0002167 0.4316354 0.9997833
dataset_name-Transformed_seed-42 cyanno num-3 run0 6 NK cells NK cells 21726 2953 1369 137309 0.9407231 0.0210535 0.0592769 0.9789465
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 14700 2129 2329 144199 0.8632333 0.0145495 0.1367667 0.9854505
dataset_name-Transformed_seed-42 cyanno num-3 run0 8 ungated ungated 3031 309 678 159339 0.8172014 0.0019355 0.1827986 0.9980645
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 5660 280 650 157211 0.8969889 0.0017779 0.1030111 0.9982221
dataset_name-Transformed_seed-42 cyanno num-4 run0 2 B-cells IgM- B-cells IgM- 1770 142 1392 160497 0.5597723 0.0008840 0.4402277 0.9991160
dataset_name-Transformed_seed-42 cyanno num-4 run0 3 CD4 T-cells CD4 T-cells 56110 3267 3922 100502 0.9346682 0.0314834 0.0653318 0.9685166
dataset_name-Transformed_seed-42 cyanno num-4 run0 4 CD8 T-cells CD8 T-cells 44919 8709 3906 106267 0.9200000 0.0757462 0.0800000 0.9242538
dataset_name-Transformed_seed-42 cyanno num-4 run0 5 DC DC 1085 44 766 161906 0.5861696 0.0002717 0.4138304 0.9997283
dataset_name-Transformed_seed-42 cyanno num-4 run0 6 NK cells NK cells 20575 1954 2294 138978 0.8996895 0.0138648 0.1003105 0.9861352
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 13874 2177 3152 144598 0.8148714 0.0148322 0.1851286 0.9851678
dataset_name-Transformed_seed-42 cyanno num-4 run0 8 ungated ungated 2997 238 729 159837 0.8043478 0.0014868 0.1956522 0.9985132
dataset_name-Transformed_seed-42 cyanno num-5 run0 1 B-cells IgM+ B-cells IgM+ 5856 190 485 154607 0.9235136 0.0012274 0.0764864 0.9987726
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 2534 505 528 157571 0.8275637 0.0031947 0.1724363 0.9968053
dataset_name-Transformed_seed-42 cyanno num-5 run0 3 CD4 T-cells CD4 T-cells 57661 4223 1561 97693 0.9736416 0.0414361 0.0263584 0.9585639
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 41648 4985 4874 109631 0.8952324 0.0434931 0.1047676 0.9565069
dataset_name-Transformed_seed-42 cyanno num-5 run0 5 DC DC 820 81 1018 159219 0.4461371 0.0005085 0.5538629 0.9994915
dataset_name-Transformed_seed-42 cyanno num-5 run0 6 NK cells NK cells 20629 1503 2380 136626 0.8965622 0.0108811 0.1034378 0.9891189
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 14993 2284 2530 141331 0.8556183 0.0159036 0.1443817 0.9840964
dataset_name-Transformed_seed-42 cyanno num-5 run0 8 ungated ungated 3004 222 617 157295 0.8296051 0.0014094 0.1703949 0.9985906
dataset_name-Transformed_seed-42 cygate num-1 run0 1 B-cells IgM+ B-cells IgM+ 5145 112 1183 159445 0.8130531 0.0007019 0.1869469 0.9992981
dataset_name-Transformed_seed-42 cygate num-1 run0 2 B-cells IgM- B-cells IgM- 2734 1843 432 160876 0.8635502 0.0113263 0.1364498 0.9886737
dataset_name-Transformed_seed-42 cygate num-1 run0 3 CD4 T-cells CD4 T-cells 33930 334 26724 104897 0.5594025 0.0031740 0.4405975 0.9968260
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 33188 6314 16746 109637 0.6646373 0.0544540 0.3353627 0.9455460
dataset_name-Transformed_seed-42 cygate num-1 run0 5 DC DC 1183 248 717 163737 0.6226316 0.0015123 0.3773684 0.9984877
dataset_name-Transformed_seed-42 cygate num-1 run0 6 NK cells NK cells 21708 7455 1810 134912 0.9230377 0.0523647 0.0769623 0.9476353
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 10175 1673 6404 147633 0.6137282 0.0112052 0.3862718 0.9887948
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 2994 882 812 161197 0.7866527 0.0054418 0.2133473 0.9945582
dataset_name-Transformed_seed-42 cygate num-2 run0 1 B-cells IgM+ B-cells IgM+ 5370 234 749 154476 0.8775944 0.0015125 0.1224056 0.9984875
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 1994 1369 973 156493 0.6720593 0.0086721 0.3279407 0.9913279
dataset_name-Transformed_seed-42 cygate num-2 run0 3 CD4 T-cells CD4 T-cells 54051 5383 4248 97147 0.9271343 0.0525017 0.0728657 0.9474983
dataset_name-Transformed_seed-42 cygate num-2 run0 4 CD8 T-cells CD8 T-cells 37591 9788 10445 103005 0.7825589 0.0867784 0.2174411 0.9132216
dataset_name-Transformed_seed-42 cygate num-2 run0 5 DC DC 1128 382 656 158663 0.6322870 0.0024018 0.3677130 0.9975982
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 16895 4310 6406 133218 0.7250762 0.0313391 0.2749238 0.9686609
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 12198 4485 4504 139642 0.7303317 0.0311184 0.2696683 0.9688816
dataset_name-Transformed_seed-42 cygate num-2 run0 8 ungated ungated 2773 828 848 156380 0.7658105 0.0052669 0.2341895 0.9947331
dataset_name-Transformed_seed-42 cygate num-3 run0 1 B-cells IgM+ B-cells IgM+ 4978 154 890 157335 0.8483299 0.0009778 0.1516701 0.9990222
dataset_name-Transformed_seed-42 cygate num-3 run0 2 B-cells IgM- B-cells IgM- 2532 1392 425 159008 0.8562732 0.0086783 0.1437268 0.9913217
dataset_name-Transformed_seed-42 cygate num-3 run0 3 CD4 T-cells CD4 T-cells 34045 276 25098 103938 0.5756387 0.0026484 0.4243613 0.9973516
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 36550 9933 13141 103733 0.7355457 0.0873876 0.2644543 0.9126124
dataset_name-Transformed_seed-42 cygate num-3 run0 5 DC DC 1333 373 532 161119 0.7147453 0.0023097 0.2852547 0.9976903
dataset_name-Transformed_seed-42 cygate num-3 run0 6 NK cells NK cells 20119 5350 2976 134912 0.8711409 0.0381429 0.1288591 0.9618571
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 12092 3389 4937 142939 0.7100828 0.0231603 0.2899172 0.9768397
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 3013 998 696 158650 0.8123483 0.0062513 0.1876517 0.9937487
dataset_name-Transformed_seed-42 cygate num-4 run0 1 B-cells IgM+ B-cells IgM+ 5249 148 1061 157343 0.8318542 0.0009397 0.1681458 0.9990603
dataset_name-Transformed_seed-42 cygate num-4 run0 2 B-cells IgM- B-cells IgM- 2682 1154 480 159485 0.8481973 0.0071838 0.1518027 0.9928162
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 46525 1151 13507 102618 0.7750033 0.0110919 0.2249967 0.9889081
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 32861 7436 15964 107540 0.6730364 0.0646744 0.3269636 0.9353256
dataset_name-Transformed_seed-42 cygate num-4 run0 5 DC DC 1281 280 570 161670 0.6920583 0.0017289 0.3079417 0.9982711
dataset_name-Transformed_seed-42 cygate num-4 run0 6 NK cells NK cells 20624 5634 2245 135298 0.9018322 0.0399767 0.0981678 0.9600233
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 12083 2136 4943 144639 0.7096793 0.0145529 0.2903207 0.9854471
dataset_name-Transformed_seed-42 cygate num-4 run0 8 ungated ungated 2755 678 971 159397 0.7393988 0.0042355 0.2606012 0.9957645
dataset_name-Transformed_seed-42 cygate num-5 run0 1 B-cells IgM+ B-cells IgM+ 5621 282 720 154515 0.8864532 0.0018217 0.1135468 0.9981783
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 2267 1187 795 156889 0.7403658 0.0075090 0.2596342 0.9924910
dataset_name-Transformed_seed-42 cygate num-5 run0 3 CD4 T-cells CD4 T-cells 54743 5164 4479 96752 0.9243693 0.0506692 0.0756307 0.9493308
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 30504 5443 16018 109173 0.6556898 0.0474890 0.3443102 0.9525110
dataset_name-Transformed_seed-42 cygate num-5 run0 5 DC DC 1261 323 577 158977 0.6860718 0.0020276 0.3139282 0.9979724
dataset_name-Transformed_seed-42 cygate num-5 run0 6 NK cells NK cells 21600 7045 1409 131084 0.9387631 0.0510030 0.0612369 0.9489970
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 10965 3423 6558 140192 0.6257490 0.0238346 0.3742510 0.9761654
dataset_name-Transformed_seed-42 cygate num-5 run0 8 ungated ungated 2839 750 782 156767 0.7840376 0.0047614 0.2159624 0.9952386
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1 B-cells IgM+ B-cells IgM+ 5466 998 862 158559 0.8637800 0.0062548 0.1362200 0.9937452
dataset_name-Transformed_seed-42 dgcytof num-1 run0 2 B-cells IgM- B-cells IgM- 1767 909 1399 161810 0.5581175 0.0055863 0.4418825 0.9944137
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 57263 4944 3391 100287 0.9440927 0.0469824 0.0559073 0.9530176
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 41310 7760 8624 108191 0.8272920 0.0669248 0.1727080 0.9330752
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5 DC DC 1679 618 221 163367 0.8836842 0.0037686 0.1163158 0.9962314
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 19941 2890 3577 139477 0.8479037 0.0202996 0.1520963 0.9797004
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 13655 4482 2924 144824 0.8236323 0.0300189 0.1763677 0.9699811
dataset_name-Transformed_seed-42 dgcytof num-1 run0 8 ungated ungated 1984 219 1822 161860 0.5212822 0.0013512 0.4787178 0.9986488
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1 B-cells IgM+ B-cells IgM+ 4969 294 1150 154416 0.8120608 0.0019003 0.1879392 0.9980997
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 2255 1128 712 156734 0.7600270 0.0071455 0.2399730 0.9928545
dataset_name-Transformed_seed-42 dgcytof num-2 run0 3 CD4 T-cells CD4 T-cells 53314 1841 4985 100689 0.9144925 0.0179557 0.0855075 0.9820443
dataset_name-Transformed_seed-42 dgcytof num-2 run0 4 CD8 T-cells CD8 T-cells 43363 10897 4673 101896 0.9027188 0.0966106 0.0972812 0.9033894
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5 DC DC 1564 276 220 158769 0.8766816 0.0017354 0.1233184 0.9982646
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 19109 2227 4192 135301 0.8200936 0.0161931 0.1799064 0.9838069
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 13774 3047 2928 141080 0.8246917 0.0211411 0.1753083 0.9788589
dataset_name-Transformed_seed-42 dgcytof num-2 run0 8 ungated ungated 2374 397 1247 156811 0.6556200 0.0025253 0.3443800 0.9974747
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1 B-cells IgM+ B-cells IgM+ 5106 517 762 156972 0.8701431 0.0032828 0.1298569 0.9967172
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 2170 1056 787 159344 0.7338519 0.0065835 0.2661481 0.9934165
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 50598 1167 8545 103047 0.8555197 0.0111981 0.1444803 0.9888019
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 44842 14501 4849 99165 0.9024169 0.1275755 0.0975831 0.8724245
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5 DC DC 1496 191 369 161301 0.8021448 0.0011827 0.1978552 0.9988173
dataset_name-Transformed_seed-42 dgcytof num-3 run0 6 NK cells NK cells 21216 4063 1879 136199 0.9186404 0.0289672 0.0813596 0.9710328
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 11924 2002 5105 144326 0.7002173 0.0136816 0.2997827 0.9863184
dataset_name-Transformed_seed-42 dgcytof num-3 run0 8 ungated ungated 2285 223 1424 159425 0.6160690 0.0013968 0.3839310 0.9986032
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1 B-cells IgM+ B-cells IgM+ 5952 2056 358 155435 0.9432647 0.0130547 0.0567353 0.9869453
dataset_name-Transformed_seed-42 dgcytof num-4 run0 2 B-cells IgM- B-cells IgM- 760 258 2402 160381 0.2403542 0.0016061 0.7596458 0.9983939
dataset_name-Transformed_seed-42 dgcytof num-4 run0 3 CD4 T-cells CD4 T-cells 55124 3030 4908 100739 0.9182436 0.0291995 0.0817564 0.9708005
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 42530 10049 6295 104927 0.8710701 0.0874008 0.1289299 0.9125992
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5 DC DC 1683 596 168 161354 0.9092382 0.0036801 0.0907618 0.9963199
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 17696 1953 5173 138979 0.7737986 0.0138577 0.2262014 0.9861423
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 14872 5361 2154 141414 0.8734876 0.0365253 0.1265124 0.9634747
dataset_name-Transformed_seed-42 dgcytof num-4 run0 8 ungated ungated 1772 109 1954 159966 0.4755770 0.0006809 0.5244230 0.9993191
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1 B-cells IgM+ B-cells IgM+ 6075 1004 266 153793 0.9580508 0.0064859 0.0419492 0.9935141
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 1667 338 1395 157738 0.5444154 0.0021382 0.4555846 0.9978618
dataset_name-Transformed_seed-42 dgcytof num-5 run0 3 CD4 T-cells CD4 T-cells 56753 4330 2469 97586 0.9583094 0.0424860 0.0416906 0.9575140
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 39268 6299 7254 108317 0.8440738 0.0549574 0.1559262 0.9450426
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5 DC DC 1569 316 269 158984 0.8536453 0.0019837 0.1463547 0.9980163
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 19742 2351 3267 135778 0.8580121 0.0170203 0.1419879 0.9829797
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 14829 3881 2694 139734 0.8462592 0.0270236 0.1537408 0.9729764
dataset_name-Transformed_seed-42 dgcytof num-5 run0 8 ungated ungated 2412 304 1209 157213 0.6661143 0.0019300 0.3338857 0.9980700
dataset_name-Transformed_seed-42 lda num-1 run0 1 B-cells IgM+ B-cells IgM+ 1451 247 1104 59889 0.5679061 0.0041074 0.4320939 0.9958926
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 603 886 310 60892 0.6604600 0.0143417 0.3395400 0.9856583
dataset_name-Transformed_seed-42 lda num-1 run0 3 CD4 T-cells CD4 T-cells 19909 54 4693 38035 0.8092432 0.0014177 0.1907568 0.9985823
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 14169 4148 4141 40233 0.7738394 0.0934634 0.2261606 0.9065366
dataset_name-Transformed_seed-42 lda num-1 run0 5 DC DC 1179 583 20 60909 0.9833194 0.0094809 0.0166806 0.9905191
dataset_name-Transformed_seed-42 lda num-1 run0 6 NK cells NK cells 8482 3291 54 50864 0.9936739 0.0607700 0.0063261 0.9392300
dataset_name-Transformed_seed-42 lda num-1 run0 7 monocytes monocytes 5796 1789 726 54380 0.8886845 0.0318503 0.1113155 0.9681497
dataset_name-Transformed_seed-42 lda num-1 run0 8 ungated ungated 27 77 27 62560 0.5000000 0.0012293 0.5000000 0.9987707
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 3718 766 641 104182 0.8529479 0.0072989 0.1470521 0.9927011
dataset_name-Transformed_seed-42 lda num-2 run0 2 B-cells IgM- B-cells IgM- 595 328 1149 107235 0.3411697 0.0030494 0.6588303 0.9969506
dataset_name-Transformed_seed-42 lda num-2 run0 3 CD4 T-cells CD4 T-cells 40772 456 3784 64295 0.9150732 0.0070424 0.0849268 0.9929576
dataset_name-Transformed_seed-42 lda num-2 run0 4 CD8 T-cells CD8 T-cells 29130 10807 4722 64648 0.8605105 0.1432244 0.1394895 0.8567756
dataset_name-Transformed_seed-42 lda num-2 run0 5 DC DC 912 386 116 107893 0.8871595 0.0035649 0.1128405 0.9964351
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 7110 3349 5604 93244 0.5592261 0.0346712 0.4407739 0.9653288
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 8605 2056 2228 96418 0.7943321 0.0208786 0.2056679 0.9791214
dataset_name-Transformed_seed-42 lda num-2 run0 8 ungated ungated 149 168 72 108918 0.6742081 0.0015401 0.3257919 0.9984599
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 2416 417 186 53895 0.9285165 0.0076779 0.0714835 0.9923221
dataset_name-Transformed_seed-42 lda num-3 run0 2 B-cells IgM- B-cells IgM- 42 9 450 56413 0.0853659 0.0001595 0.9146341 0.9998405
dataset_name-Transformed_seed-42 lda num-3 run0 3 CD4 T-cells CD4 T-cells 22206 42 3392 31274 0.8674896 0.0013412 0.1325104 0.9986588
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 7211 2061 4496 43146 0.6159563 0.0455903 0.3840437 0.9544097
dataset_name-Transformed_seed-42 lda num-3 run0 5 DC DC 1175 516 32 55191 0.9734880 0.0092627 0.0265120 0.9907373
dataset_name-Transformed_seed-42 lda num-3 run0 6 NK cells NK cells 8487 4528 75 43824 0.9912404 0.0936466 0.0087596 0.9063534
dataset_name-Transformed_seed-42 lda num-3 run0 7 monocytes monocytes 6263 1445 399 48807 0.9401081 0.0287551 0.0598919 0.9712449
dataset_name-Transformed_seed-42 lda num-3 run0 8 ungated ungated 42 54 42 56776 0.5000000 0.0009502 0.5000000 0.9990498
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 2463 500 1033 88501 0.7045195 0.0056179 0.2954805 0.9943821
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 508 643 761 90585 0.4003152 0.0070483 0.5996848 0.9929517
dataset_name-Transformed_seed-42 lda num-4 run0 3 CD4 T-cells CD4 T-cells 29038 76 8512 54871 0.7733156 0.0013832 0.2266844 0.9986168
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 23352 9070 5555 54520 0.8078320 0.1426325 0.1921680 0.8573675
dataset_name-Transformed_seed-42 lda num-4 run0 5 DC DC 1085 367 30 91015 0.9730942 0.0040161 0.0269058 0.9959839
dataset_name-Transformed_seed-42 lda num-4 run0 6 NK cells NK cells 10787 4803 236 76671 0.9785902 0.0589513 0.0214098 0.9410487
dataset_name-Transformed_seed-42 lda num-4 run0 7 monocytes monocytes 7434 2233 1613 81217 0.8217089 0.0267585 0.1782911 0.9732415
dataset_name-Transformed_seed-42 lda num-4 run0 8 ungated ungated 46 92 44 92315 0.5111111 0.0009956 0.4888889 0.9990044
dataset_name-Transformed_seed-42 lda num-5 run0 1 B-cells IgM+ B-cells IgM+ 4445 184 1056 104706 0.8080349 0.0017542 0.1919651 0.9982458
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 1110 630 1218 107433 0.4768041 0.0058299 0.5231959 0.9941701
dataset_name-Transformed_seed-42 lda num-5 run0 3 CD4 T-cells CD4 T-cells 33405 145 8467 68374 0.7977885 0.0021162 0.2022115 0.9978838
dataset_name-Transformed_seed-42 lda num-5 run0 4 CD8 T-cells CD8 T-cells 32820 19507 3376 54688 0.9067300 0.2629153 0.0932700 0.7370847
dataset_name-Transformed_seed-42 lda num-5 run0 5 DC DC 853 175 214 109149 0.7994377 0.0016007 0.2005623 0.9983993
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 2933 1351 6900 99207 0.2982813 0.0134350 0.7017187 0.9865650
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 9111 3320 4110 93850 0.6891309 0.0341669 0.3108691 0.9658331
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 148 254 225 109764 0.3967828 0.0023087 0.6032172 0.9976913
dataset_name-Transformed_seed-42 random num-1 run0 1 B-cells IgM+ B-cells IgM+ 800 19703 5528 139854 0.1264223 0.1234857 0.8735777 0.8765143
dataset_name-Transformed_seed-42 random num-1 run0 2 B-cells IgM- B-cells IgM- 421 21126 2745 141593 0.1329754 0.1298312 0.8670246 0.8701688
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 7536 13353 53118 91878 0.1242457 0.1268923 0.8757543 0.8731077
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 6271 14919 43663 101032 0.1255858 0.1286664 0.8744142 0.8713336
dataset_name-Transformed_seed-42 random num-1 run0 5 DC DC 266 20781 1634 143204 0.1400000 0.1267250 0.8600000 0.8732750
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 2958 17791 20560 124576 0.1257760 0.1249658 0.8742240 0.8750342
dataset_name-Transformed_seed-42 random num-1 run0 7 monocytes monocytes 1969 17714 14610 131592 0.1187647 0.1186423 0.8812353 0.8813577
dataset_name-Transformed_seed-42 random num-1 run0 8 ungated ungated 487 19790 3319 142289 0.1279559 0.1221010 0.8720441 0.8778990
dataset_name-Transformed_seed-42 random num-2 run0 1 B-cells IgM+ B-cells IgM+ 784 19124 5335 135586 0.1281255 0.1236119 0.8718745 0.8763881
dataset_name-Transformed_seed-42 random num-2 run0 2 B-cells IgM- B-cells IgM- 390 20490 2577 137372 0.1314459 0.1297969 0.8685541 0.8702031
dataset_name-Transformed_seed-42 random num-2 run0 3 CD4 T-cells CD4 T-cells 6995 12081 51304 90449 0.1199849 0.1178289 0.8800151 0.8821711
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 6110 14145 41926 98648 0.1271963 0.1254067 0.8728037 0.8745933
dataset_name-Transformed_seed-42 random num-2 run0 5 DC DC 217 19445 1567 139600 0.1216368 0.1222610 0.8783632 0.8777390
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 2952 17171 20349 120357 0.1266898 0.1248546 0.8733102 0.8751454
dataset_name-Transformed_seed-42 random num-2 run0 7 monocytes monocytes 2231 18322 14471 125805 0.1335768 0.1271240 0.8664232 0.8728760
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 455 19917 3166 137291 0.1256559 0.1266920 0.8743441 0.8733080
dataset_name-Transformed_seed-42 random num-3 run0 1 B-cells IgM+ B-cells IgM+ 738 19459 5130 138030 0.1257669 0.1235578 0.8742331 0.8764422
dataset_name-Transformed_seed-42 random num-3 run0 2 B-cells IgM- B-cells IgM- 349 19627 2608 140773 0.1180250 0.1223628 0.8819750 0.8776372
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 7426 12996 51717 91218 0.1255601 0.1247049 0.8744399 0.8752951
dataset_name-Transformed_seed-42 random num-3 run0 4 CD8 T-cells CD8 T-cells 6311 14263 43380 99403 0.1270049 0.1254817 0.8729951 0.8745183
dataset_name-Transformed_seed-42 random num-3 run0 5 DC DC 257 20964 1608 140528 0.1378016 0.1298145 0.8621984 0.8701855
dataset_name-Transformed_seed-42 random num-3 run0 6 NK cells NK cells 2957 17923 20138 122339 0.1280364 0.1277823 0.8719636 0.8722177
dataset_name-Transformed_seed-42 random num-3 run0 7 monocytes monocytes 2013 17371 15016 128957 0.1182101 0.1187128 0.8817899 0.8812872
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 455 20248 3254 139400 0.1226746 0.1268290 0.8773254 0.8731710
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 790 20142 5520 137349 0.1251981 0.1278930 0.8748019 0.8721070
dataset_name-Transformed_seed-42 random num-4 run0 2 B-cells IgM- B-cells IgM- 410 20870 2752 139769 0.1296648 0.1299186 0.8703352 0.8700814
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 7527 12950 52505 90819 0.1253831 0.1247964 0.8746169 0.8752036
dataset_name-Transformed_seed-42 random num-4 run0 4 CD8 T-cells CD8 T-cells 5728 13705 43097 101271 0.1173169 0.1191988 0.8826831 0.8808012
dataset_name-Transformed_seed-42 random num-4 run0 5 DC DC 256 20507 1595 141443 0.1383036 0.1266255 0.8616964 0.8733745
dataset_name-Transformed_seed-42 random num-4 run0 6 NK cells NK cells 2833 17421 20036 123511 0.1238795 0.1236128 0.8761205 0.8763872
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 2165 18460 14861 128315 0.1271585 0.1257707 0.8728415 0.8742293
dataset_name-Transformed_seed-42 random num-4 run0 8 ungated ungated 478 19559 3248 140516 0.1282877 0.1221865 0.8717123 0.8778135
dataset_name-Transformed_seed-42 random num-5 run0 1 B-cells IgM+ B-cells IgM+ 816 19596 5525 135201 0.1286863 0.1265916 0.8713137 0.8734084
dataset_name-Transformed_seed-42 random num-5 run0 2 B-cells IgM- B-cells IgM- 367 19325 2695 138751 0.1198563 0.1222513 0.8801437 0.8777487
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 7359 12937 51863 88979 0.1242613 0.1269379 0.8757387 0.8730621
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 5851 14310 40671 100306 0.1257685 0.1248517 0.8742315 0.8751483
dataset_name-Transformed_seed-42 random num-5 run0 5 DC DC 266 20655 1572 138645 0.1447225 0.1296610 0.8552775 0.8703390
dataset_name-Transformed_seed-42 random num-5 run0 6 NK cells NK cells 2954 17643 20055 120486 0.1283845 0.1277284 0.8716155 0.8722716
dataset_name-Transformed_seed-42 random num-5 run0 7 monocytes monocytes 2058 17055 15465 126560 0.1174456 0.1187550 0.8825544 0.8812450
dataset_name-Transformed_seed-42 random num-5 run0 8 ungated ungated 431 19515 3190 138002 0.1190279 0.1238914 0.8809721 0.8761086
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1 B_Lymphocytes B_Lymphocytes 240994 34198 18342 20751349 0.9292732 0.0016453 0.0707268 0.9983547
dataset_name-flowcyt_seed-42 cyanno num-1 run0 2 HSPCs HSPCs 142161 29035 60635 20813052 0.7010050 0.0013931 0.2989950 0.9986069
dataset_name-flowcyt_seed-42 cyanno num-1 run0 3 Mast_cells Mast_cells 4 0 3571 21041308 0.0011189 0.0000000 0.9988811 1.0000000
dataset_name-flowcyt_seed-42 cyanno num-1 run0 4 Monocytes Monocytes 236342 8588 67944 20732009 0.7767101 0.0004141 0.2232899 0.9995859
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5 T_Lymphocytes T_Lymphocytes 1075155 39653 206938 19723137 0.8385936 0.0020064 0.1614064 0.9979936
dataset_name-flowcyt_seed-42 cyanno num-1 run0 6 ungated ungated 18883759 354994 109038 1697092 0.9942590 0.1729918 0.0057410 0.8270082
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1 B_Lymphocytes B_Lymphocytes 234653 15564 20453 19984152 0.9198255 0.0007782 0.0801745 0.9992218
dataset_name-flowcyt_seed-42 cyanno num-2 run0 2 HSPCs HSPCs 141714 13757 55647 20043704 0.7180446 0.0006859 0.2819554 0.9993141
dataset_name-flowcyt_seed-42 cyanno num-2 run0 3 Mast_cells Mast_cells 2 7 3539 20251274 0.0005648 0.0000003 0.9994352 0.9999997
dataset_name-flowcyt_seed-42 cyanno num-2 run0 4 Monocytes Monocytes 265904 16217 34728 19937973 0.8844834 0.0008127 0.1155166 0.9991873
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5 T_Lymphocytes T_Lymphocytes 1116131 53969 127091 18957631 0.8977729 0.0028387 0.1022271 0.9971613
dataset_name-flowcyt_seed-42 cyanno num-2 run0 6 ungated ungated 18157111 239793 97849 1760069 0.9946399 0.1199048 0.0053601 0.8800952
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1 B_Lymphocytes B_Lymphocytes 232620 14861 34446 20535673 0.8710206 0.0007231 0.1289794 0.9992769
dataset_name-flowcyt_seed-42 cyanno num-3 run0 2 HSPCs HSPCs 101133 5825 101410 20609232 0.4993162 0.0002826 0.5006838 0.9997174
dataset_name-flowcyt_seed-42 cyanno num-3 run0 3 Mast_cells Mast_cells 1530 115 2022 20813933 0.4307432 0.0000055 0.5692568 0.9999945
dataset_name-flowcyt_seed-42 cyanno num-3 run0 4 Monocytes Monocytes 262116 11212 41577 20502695 0.8630953 0.0005466 0.1369047 0.9994534
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5 T_Lymphocytes T_Lymphocytes 1122946 41796 154327 19498531 0.8791746 0.0021390 0.1208254 0.9978610
dataset_name-flowcyt_seed-42 cyanno num-3 run0 6 ungated ungated 18691717 331729 71756 1722398 0.9961758 0.1614939 0.0038242 0.8385061
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1 B_Lymphocytes B_Lymphocytes 170572 5699 95382 20002262 0.6413590 0.0002848 0.3586410 0.9997152
dataset_name-flowcyt_seed-42 cyanno num-4 run0 2 HSPCs HSPCs 130497 14798 58880 20069740 0.6890858 0.0007368 0.3109142 0.9992632
dataset_name-flowcyt_seed-42 cyanno num-4 run0 3 Mast_cells Mast_cells 1797 178 1624 20270316 0.5252850 0.0000088 0.4747150 0.9999912
dataset_name-flowcyt_seed-42 cyanno num-4 run0 4 Monocytes Monocytes 254676 46698 21513 19951028 0.9221077 0.0023352 0.0778923 0.9976648
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5 T_Lymphocytes T_Lymphocytes 1137634 89212 125639 18921430 0.9005449 0.0046927 0.0994551 0.9953073
dataset_name-flowcyt_seed-42 cyanno num-4 run0 6 ungated ungated 18121120 301034 154581 1697180 0.9915417 0.1506515 0.0084583 0.8493485
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1 B_Lymphocytes B_Lymphocytes 239873 31629 17542 20379343 0.9318532 0.0015496 0.0681468 0.9984504
dataset_name-flowcyt_seed-42 cyanno num-5 run0 2 HSPCs HSPCs 128969 10947 61415 20467056 0.6774151 0.0005346 0.3225849 0.9994654
dataset_name-flowcyt_seed-42 cyanno num-5 run0 3 Mast_cells Mast_cells 1511 69 1982 20664825 0.4325794 0.0000033 0.5674206 0.9999967
dataset_name-flowcyt_seed-42 cyanno num-5 run0 4 Monocytes Monocytes 229454 7616 67921 20363396 0.7715982 0.0003739 0.2284018 0.9996261
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5 T_Lymphocytes T_Lymphocytes 1133919 74521 106536 19353411 0.9141154 0.0038358 0.0858846 0.9961642
dataset_name-flowcyt_seed-42 cyanno num-5 run0 6 ungated ungated 18556350 253529 122915 1735593 0.9934197 0.1274577 0.0065803 0.8725423
dataset_name-flowcyt_seed-42 cygate num-1 run0 1 B_Lymphocytes B_Lymphocytes 239764 421614 19572 20363933 0.9245303 0.0202840 0.0754697 0.9797160
dataset_name-flowcyt_seed-42 cygate num-1 run0 2 HSPCs HSPCs 136892 11177043 65904 9665044 0.6750232 0.5362727 0.3249768 0.4637273
dataset_name-flowcyt_seed-42 cygate num-1 run0 3 Mast_cells Mast_cells 1152 29995 2423 21011313 0.3222378 0.0014255 0.6777622 0.9985745
dataset_name-flowcyt_seed-42 cygate num-1 run0 4 Monocytes Monocytes 252073 164205 52213 20576392 0.8284081 0.0079171 0.1715919 0.9920829
dataset_name-flowcyt_seed-42 cygate num-1 run0 5 T_Lymphocytes T_Lymphocytes 1124016 483459 158077 19279331 0.8767040 0.0244631 0.1232960 0.9755369
dataset_name-flowcyt_seed-42 cygate num-1 run0 6 ungated ungated 6747924 169912 12244873 1882174 0.3552886 0.0827996 0.6447114 0.9172004
dataset_name-flowcyt_seed-42 cygate num-2 run0 1 B_Lymphocytes B_Lymphocytes 249367 396392 5739 19603324 0.9775035 0.0198199 0.0224965 0.9801801
dataset_name-flowcyt_seed-42 cygate num-2 run0 2 HSPCs HSPCs 99039 433661 98322 19623800 0.5018165 0.0216209 0.4981835 0.9783791
dataset_name-flowcyt_seed-42 cygate num-2 run0 3 Mast_cells Mast_cells 1879 1188538 1662 19062743 0.5306411 0.0586895 0.4693589 0.9413105
dataset_name-flowcyt_seed-42 cygate num-2 run0 4 Monocytes Monocytes 256485 469432 44147 19484758 0.8531527 0.0235255 0.1468473 0.9764745
dataset_name-flowcyt_seed-42 cygate num-2 run0 5 T_Lymphocytes T_Lymphocytes 1070138 743363 173084 18268237 0.8607779 0.0391005 0.1392221 0.9608995
dataset_name-flowcyt_seed-42 cygate num-2 run0 6 ungated ungated 15034048 287014 3220912 1712848 0.8235596 0.1435169 0.1764404 0.8564831
dataset_name-flowcyt_seed-42 cygate num-3 run0 1 B_Lymphocytes B_Lymphocytes 243854 425383 23212 20125151 0.9130852 0.0206994 0.0869148 0.9793006
dataset_name-flowcyt_seed-42 cygate num-3 run0 2 HSPCs HSPCs 45922 1088736 156621 19526321 0.2267272 0.0528127 0.7732728 0.9471873
dataset_name-flowcyt_seed-42 cygate num-3 run0 3 Mast_cells Mast_cells 733 609961 2819 20204087 0.2063626 0.0293053 0.7936374 0.9706947
dataset_name-flowcyt_seed-42 cygate num-3 run0 4 Monocytes Monocytes 293048 387152 10645 20126755 0.9649482 0.0188727 0.0350518 0.9811273
dataset_name-flowcyt_seed-42 cygate num-3 run0 5 T_Lymphocytes T_Lymphocytes 1154437 3445068 122836 16095259 0.9038295 0.1763055 0.0961705 0.8236945
dataset_name-flowcyt_seed-42 cygate num-3 run0 6 ungated ungated 12859986 255624 5903487 1798503 0.6853734 0.1244441 0.3146266 0.8755559
dataset_name-flowcyt_seed-42 cygate num-4 run0 1 B_Lymphocytes B_Lymphocytes 257945 517644 8009 19490317 0.9698858 0.0258719 0.0301142 0.9741281
dataset_name-flowcyt_seed-42 cygate num-4 run0 2 HSPCs HSPCs 66758 1089585 122619 18994953 0.3525138 0.0542499 0.6474862 0.9457501
dataset_name-flowcyt_seed-42 cygate num-4 run0 3 Mast_cells Mast_cells 3218 3942083 203 16328411 0.9406606 0.1944739 0.0593394 0.8055261
dataset_name-flowcyt_seed-42 cygate num-4 run0 4 Monocytes Monocytes 266660 397573 9529 19600153 0.9654983 0.0198809 0.0345017 0.9801191
dataset_name-flowcyt_seed-42 cygate num-4 run0 5 T_Lymphocytes T_Lymphocytes 1148385 678687 114888 18331955 0.9090553 0.0357004 0.0909447 0.9642996
dataset_name-flowcyt_seed-42 cygate num-4 run0 6 ungated ungated 11691830 210859 6583871 1787355 0.6397473 0.1055237 0.3602527 0.8944763
dataset_name-flowcyt_seed-42 cygate num-5 run0 1 B_Lymphocytes B_Lymphocytes 246383 296590 11032 20114382 0.9571431 0.0145309 0.0428569 0.9854691
dataset_name-flowcyt_seed-42 cygate num-5 run0 2 HSPCs HSPCs 85416 141203 104968 20336800 0.4486511 0.0068954 0.5513489 0.9931046
dataset_name-flowcyt_seed-42 cygate num-5 run0 3 Mast_cells Mast_cells 2143 1528710 1350 19136184 0.6135127 0.0739762 0.3864873 0.9260238
dataset_name-flowcyt_seed-42 cygate num-5 run0 4 Monocytes Monocytes 265140 530334 32235 19840678 0.8916015 0.0260338 0.1083985 0.9739662
dataset_name-flowcyt_seed-42 cygate num-5 run0 5 T_Lymphocytes T_Lymphocytes 1132029 851628 108426 18576304 0.9125918 0.0438352 0.0874082 0.9561648
dataset_name-flowcyt_seed-42 cygate num-5 run0 6 ungated ungated 15327844 242365 3351421 1746757 0.8205807 0.1218452 0.1794193 0.8781548
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1 B_Lymphocytes B_Lymphocytes 238450 174308 20886 20611239 0.9194636 0.0083860 0.0805364 0.9916140
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 2 HSPCs HSPCs 0 9 202796 20842078 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 3 Mast_cells Mast_cells 0 6 3575 21041302 0.0000000 0.0000003 1.0000000 0.9999997
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 4 Monocytes Monocytes 1 10 304285 20740587 0.0000033 0.0000005 0.9999967 0.9999995
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5 T_Lymphocytes T_Lymphocytes 927766 52692 354327 19710098 0.7236339 0.0026662 0.2763661 0.9973338
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 6 ungated ungated 18886892 764749 105905 1287337 0.9944239 0.3726691 0.0055761 0.6273309
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 254239 19879296 0.0033986 0.0060211 0.9966014 0.9939789
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 2 HSPCs HSPCs 0 0 197361 20057461 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 3 Mast_cells Mast_cells 0 0 3541 20251281 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 4 Monocytes Monocytes 0 0 300632 19954190 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 5 T_Lymphocytes T_Lymphocytes 0 0 1243222 19011600 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 6 ungated ungated 18254960 1878575 0 121287 1.0000000 0.9393523 0.0000000 0.0606477
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 266199 20430114 0.0032464 0.0058597 0.9967536 0.9941403
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 2 HSPCs HSPCs 0 0 202543 20615057 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 3 Mast_cells Mast_cells 0 0 3552 20814048 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 4 Monocytes Monocytes 0 0 303693 20513907 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5 T_Lymphocytes T_Lymphocytes 0 2 1277273 19540325 0.0000000 0.0000001 1.0000000 0.9999999
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 6 ungated ungated 18763471 1932840 2 121287 0.9999999 0.9409545 0.0000001 0.0590455
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 265087 19887541 0.0032600 0.0060186 0.9967400 0.9939814
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 2 HSPCs HSPCs 0 0 189377 20084538 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 3 Mast_cells Mast_cells 0 0 3421 20270494 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 4 Monocytes Monocytes 0 0 276189 19997726 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 5 T_Lymphocytes T_Lymphocytes 0 0 1263273 19010642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 6 ungated ungated 18275701 1876927 0 121287 1.0000000 0.9393023 0.0000000 0.0606977
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 1 B_Lymphocytes B_Lymphocytes 251049 411184 6366 19999788 0.9752695 0.0201452 0.0247305 0.9798548
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 2 HSPCs HSPCs 40719 13439 149665 20464564 0.2138783 0.0006563 0.7861217 0.9993437
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 3 Mast_cells Mast_cells 0 0 3493 20664894 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 4 Monocytes Monocytes 270275 209947 27100 20161065 0.9088693 0.0103062 0.0911307 0.9896938
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5 T_Lymphocytes T_Lymphocytes 1092892 162837 147563 19265095 0.8810412 0.0083816 0.1189588 0.9916184
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 6 ungated ungated 18018992 197053 660273 1792069 0.9646521 0.0990653 0.0353479 0.9009347
dataset_name-flowcyt_seed-42 lda num-1 run0 1 B_Lymphocytes B_Lymphocytes 213150 417242 24278 19679097 0.8977458 0.0207621 0.1022542 0.9792379
dataset_name-flowcyt_seed-42 lda num-1 run0 2 HSPCs HSPCs 114033 122954 75358 20021422 0.6021036 0.0061036 0.3978964 0.9938964
dataset_name-flowcyt_seed-42 lda num-1 run0 3 Mast_cells Mast_cells 3044 3368 488 20326867 0.8618347 0.0001657 0.1381653 0.9998343
dataset_name-flowcyt_seed-42 lda num-1 run0 4 Monocytes Monocytes 184402 114722 108891 19925752 0.6287296 0.0057245 0.3712704 0.9942755
dataset_name-flowcyt_seed-42 lda num-1 run0 5 T_Lymphocytes T_Lymphocytes 713828 404005 264436 18951498 0.7296885 0.0208729 0.2703115 0.9791271
dataset_name-flowcyt_seed-42 lda num-1 run0 6 ungated ungated 17587834 455185 1044025 1246723 0.9439656 0.2674557 0.0560344 0.7325443
dataset_name-flowcyt_seed-42 lda num-2 run0 1 B_Lymphocytes B_Lymphocytes 142116 262795 73814 19459038 0.6581577 0.0133251 0.3418423 0.9866749
dataset_name-flowcyt_seed-42 lda num-2 run0 2 HSPCs HSPCs 105301 122923 86444 19623095 0.5491721 0.0062252 0.4508279 0.9937748
dataset_name-flowcyt_seed-42 lda num-2 run0 3 Mast_cells Mast_cells 3364 12041 177 19922181 0.9500141 0.0006040 0.0499859 0.9993960
dataset_name-flowcyt_seed-42 lda num-2 run0 4 Monocytes Monocytes 221260 175866 76156 19464481 0.7439411 0.0089543 0.2560589 0.9910457
dataset_name-flowcyt_seed-42 lda num-2 run0 5 T_Lymphocytes T_Lymphocytes 1034662 730783 147547 18024771 0.8751938 0.0389636 0.1248062 0.9610364
dataset_name-flowcyt_seed-42 lda num-2 run0 6 ungated ungated 16757968 368684 1288954 1522157 0.9285776 0.1949841 0.0714224 0.8050159
dataset_name-flowcyt_seed-42 lda num-3 run0 1 B_Lymphocytes B_Lymphocytes 197030 348142 52832 19956675 0.7885553 0.0171458 0.2114447 0.9828542
dataset_name-flowcyt_seed-42 lda num-3 run0 2 HSPCs HSPCs 81093 100649 119176 20253761 0.4049204 0.0049448 0.5950796 0.9950552
dataset_name-flowcyt_seed-42 lda num-3 run0 3 Mast_cells Mast_cells 2363 808 1176 20550332 0.6677027 0.0000393 0.3322973 0.9999607
dataset_name-flowcyt_seed-42 lda num-3 run0 4 Monocytes Monocytes 216730 150128 79661 20108160 0.7312300 0.0074107 0.2687700 0.9925893
dataset_name-flowcyt_seed-42 lda num-3 run0 5 T_Lymphocytes T_Lymphocytes 1027011 745363 167788 18614517 0.8595680 0.0385004 0.1404320 0.9614996
dataset_name-flowcyt_seed-42 lda num-3 run0 6 ungated ungated 17279493 405869 1330326 1538991 0.9285148 0.2086880 0.0714852 0.7913120
dataset_name-flowcyt_seed-42 lda num-4 run0 1 B_Lymphocytes B_Lymphocytes 233592 390244 12522 19295069 0.9491211 0.0198241 0.0508789 0.9801759
dataset_name-flowcyt_seed-42 lda num-4 run0 2 HSPCs HSPCs 88995 87788 89497 19665147 0.4985938 0.0044443 0.5014062 0.9955557
dataset_name-flowcyt_seed-42 lda num-4 run0 3 Mast_cells Mast_cells 2768 2916 649 19925094 0.8100673 0.0001463 0.1899327 0.9998537
dataset_name-flowcyt_seed-42 lda num-4 run0 4 Monocytes Monocytes 242557 233103 28680 19427087 0.8942622 0.0118566 0.1057378 0.9881434
dataset_name-flowcyt_seed-42 lda num-4 run0 5 T_Lymphocytes T_Lymphocytes 1053594 640197 160457 18077179 0.8678334 0.0342034 0.1321666 0.9657966
dataset_name-flowcyt_seed-42 lda num-4 run0 6 ungated ungated 16676981 278692 1341135 1634619 0.9255674 0.1456595 0.0744326 0.8543405
dataset_name-flowcyt_seed-42 lda num-5 run0 1 B_Lymphocytes B_Lymphocytes 173728 329309 44147 19796474 0.7973746 0.0163625 0.2026254 0.9836375
dataset_name-flowcyt_seed-42 lda num-5 run0 2 HSPCs HSPCs 64464 65198 114688 20099308 0.3598285 0.0032333 0.6401715 0.9967667
dataset_name-flowcyt_seed-42 lda num-5 run0 3 Mast_cells Mast_cells 2871 3051 603 20337133 0.8264249 0.0001500 0.1735751 0.9998500
dataset_name-flowcyt_seed-42 lda num-5 run0 4 Monocytes Monocytes 194786 119496 94093 19935283 0.6742823 0.0059585 0.3257177 0.9940415
dataset_name-flowcyt_seed-42 lda num-5 run0 5 T_Lymphocytes T_Lymphocytes 1042349 889582 127800 18283927 0.8907831 0.0463964 0.1092169 0.9536036
dataset_name-flowcyt_seed-42 lda num-5 run0 6 ungated ungated 17093600 365224 1390529 1494305 0.9247717 0.1964067 0.0752283 0.8035933
dataset_name-flowcyt_seed-42 random num-1 run0 1 B_Lymphocytes B_Lymphocytes 42778 3475074 216558 17310473 0.1649520 0.1671870 0.8350480 0.8328130
dataset_name-flowcyt_seed-42 random num-1 run0 2 HSPCs HSPCs 33939 3465024 168857 17377063 0.1673554 0.1662513 0.8326446 0.8337487
dataset_name-flowcyt_seed-42 random num-1 run0 3 Mast_cells Mast_cells 594 3505219 2981 17536089 0.1661538 0.1665875 0.8338462 0.8334125
dataset_name-flowcyt_seed-42 random num-1 run0 4 Monocytes Monocytes 50572 3446173 253714 17294424 0.1661989 0.1661559 0.8338011 0.8338441
dataset_name-flowcyt_seed-42 random num-1 run0 5 T_Lymphocytes T_Lymphocytes 213833 3301474 1068260 16461316 0.1667843 0.1670551 0.8332157 0.8329449
dataset_name-flowcyt_seed-42 random num-1 run0 6 ungated ungated 3167175 343028 15825622 1709058 0.1667566 0.1671606 0.8332434 0.8328394
dataset_name-flowcyt_seed-42 random num-2 run0 1 B_Lymphocytes B_Lymphocytes 42073 3343576 213033 16656140 0.1649236 0.1671812 0.8350764 0.8328188
dataset_name-flowcyt_seed-42 random num-2 run0 2 HSPCs HSPCs 32995 3334670 164366 16722791 0.1671810 0.1662558 0.8328190 0.8337442
dataset_name-flowcyt_seed-42 random num-2 run0 3 Mast_cells Mast_cells 586 3373958 2955 16877323 0.1654900 0.1666047 0.8345100 0.8333953
dataset_name-flowcyt_seed-42 random num-2 run0 4 Monocytes Monocytes 49914 3315188 250718 16639002 0.1660302 0.1661399 0.8339698 0.8338601
dataset_name-flowcyt_seed-42 random num-2 run0 5 T_Lymphocytes T_Lymphocytes 207367 3175950 1035855 15835650 0.1667980 0.1670533 0.8332020 0.8329467
dataset_name-flowcyt_seed-42 random num-2 run0 6 ungated ungated 3044207 334338 15210753 1665524 0.1667605 0.1671805 0.8332395 0.8328195
dataset_name-flowcyt_seed-42 random num-3 run0 1 B_Lymphocytes B_Lymphocytes 44086 3435691 222980 17114843 0.1650753 0.1671826 0.8349247 0.8328174
dataset_name-flowcyt_seed-42 random num-3 run0 2 HSPCs HSPCs 33864 3427254 168679 17187803 0.1671941 0.1662500 0.8328059 0.8337500
dataset_name-flowcyt_seed-42 random num-3 run0 3 Mast_cells Mast_cells 588 3467552 2964 17346496 0.1655405 0.1665967 0.8344595 0.8334033
dataset_name-flowcyt_seed-42 random num-3 run0 4 Monocytes Monocytes 50476 3408491 253217 17105416 0.1662073 0.1661551 0.8337927 0.8338449
dataset_name-flowcyt_seed-42 random num-3 run0 5 T_Lymphocytes T_Lymphocytes 213050 3264256 1064223 16276071 0.1668007 0.1670523 0.8331993 0.8329477
dataset_name-flowcyt_seed-42 random num-3 run0 6 ungated ungated 3128929 343363 15634544 1710764 0.1667564 0.1671576 0.8332436 0.8328424
dataset_name-flowcyt_seed-42 random num-4 run0 1 B_Lymphocytes B_Lymphocytes 43928 3344962 222026 16662999 0.1651714 0.1671816 0.8348286 0.8328184
dataset_name-flowcyt_seed-42 random num-4 run0 2 HSPCs HSPCs 31702 3339022 157675 16745516 0.1674015 0.1662484 0.8325985 0.8337516
dataset_name-flowcyt_seed-42 random num-4 run0 3 Mast_cells Mast_cells 563 3377182 2858 16893312 0.1645718 0.1666058 0.8354282 0.8333942
dataset_name-flowcyt_seed-42 random num-4 run0 4 Monocytes Monocytes 45984 3322294 230205 16675432 0.1664947 0.1661336 0.8335053 0.8338664
dataset_name-flowcyt_seed-42 random num-4 run0 5 T_Lymphocytes T_Lymphocytes 210741 3175781 1052532 15834861 0.1668214 0.1670528 0.8331786 0.8329472
dataset_name-flowcyt_seed-42 random num-4 run0 6 ungated ungated 3047676 334080 15228025 1664134 0.1667611 0.1671893 0.8332389 0.8328107
dataset_name-flowcyt_seed-42 random num-5 run0 1 B_Lymphocytes B_Lymphocytes 42455 3412379 214960 16998593 0.1649282 0.1671836 0.8350718 0.8328164
dataset_name-flowcyt_seed-42 random num-5 run0 2 HSPCs HSPCs 31878 3404340 158506 17073663 0.1674405 0.1662437 0.8325595 0.8337563
dataset_name-flowcyt_seed-42 random num-5 run0 3 Mast_cells Mast_cells 577 3442858 2916 17222036 0.1651875 0.1666042 0.8348125 0.8333958
dataset_name-flowcyt_seed-42 random num-5 run0 4 Monocytes Monocytes 49361 3384656 248014 16986356 0.1659891 0.1661506 0.8340109 0.8338494
dataset_name-flowcyt_seed-42 random num-5 run0 5 T_Lymphocytes T_Lymphocytes 206921 3245333 1033534 16182599 0.1668106 0.1670447 0.8331894 0.8329553
dataset_name-flowcyt_seed-42 random num-5 run0 6 ungated ungated 3115022 332607 15564243 1656515 0.1667636 0.1672130 0.8332364 0.8327870

Rare Population Buckets

dataset model crossvalidation run_id rare_bucket n_populations median_f1 median_precision median_recall total_support n_cells support_share
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 1-5% 9 0.7325250 0.8553552 0.8528021 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5-20% 7 0.7989352 0.8492899 0.8379718 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 <1% 8 0.6088821 0.5128660 0.5684022 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 >20% 1 0.9378171 0.9828096 0.8967638 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 1-5% 9 0.7852323 0.8048788 0.7704253 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5-20% 7 0.7733572 0.8728491 0.8568411 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 <1% 8 0.6727833 0.7182430 0.2159973 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 >20% 1 0.9609734 0.9757474 0.9466402 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 1-5% 9 0.7085686 0.7485331 0.7962109 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5-20% 7 0.7087039 0.7450938 0.7892723 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 <1% 8 0.5906193 0.5988382 0.2372642 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 >20% 1 0.9640697 0.9685151 0.9596650 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 1-5% 9 0.7403505 0.8080256 0.8843423 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5-20% 7 0.7478650 0.7347269 0.8642244 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 <1% 8 0.4784374 0.7108475 0.2820528 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 >20% 1 0.9669789 0.9588598 0.9752367 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 1-5% 9 0.7397748 0.8569308 0.7821105 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5-20% 7 0.8185490 0.8513487 0.8639436 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 <1% 8 0.5788744 0.8201678 0.0307240 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 >20% 1 0.9662702 0.9492721 0.9838882 672490 2800058 0.2401700
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1-5% 9 0.6454779 0.5595314 0.8581011 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5-20% 7 0.6600571 0.6723444 0.7579797 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 <1% 8 0.3335362 0.2646716 0.3140424 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 >20% 1 0.9276192 0.9830982 0.8780674 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1-5% 9 0.6838099 0.5949985 0.8578663 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5-20% 7 0.6709413 0.8540566 0.7791545 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 <1% 8 0.3311303 0.2428393 0.5271837 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 >20% 1 0.9537450 0.9665804 0.9412461 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1-5% 9 0.5827477 0.5974731 0.6739812 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5-20% 7 0.7453484 0.7079718 0.7010527 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 <1% 8 0.4478520 0.3403032 0.3125809 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 >20% 1 0.9541175 0.9548051 0.9534308 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 1-5% 9 0.7458623 0.7653642 0.7972970 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5-20% 7 0.6971405 0.7438403 0.8717478 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 <1% 8 0.4633361 0.3686792 0.2857991 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 >20% 1 0.9629627 0.9580114 0.9679655 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1-5% 9 0.6093424 0.5463237 0.8236682 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5-20% 7 0.7189090 0.7118152 0.7228157 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 <1% 8 0.4462126 0.3746459 0.2599457 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 >20% 1 0.9649806 0.9620554 0.9679237 672490 2800058 0.2401700
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 1-5% 9 0.6814287 0.7642244 0.7468396 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5-20% 7 0.7377707 0.7896375 0.7389303 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 <1% 8 0.4720814 0.5291564 0.3411743 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 >20% 1 0.9464955 0.9754553 0.9192056 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 1-5% 9 0.7093446 0.8104714 0.6868869 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5-20% 7 0.7627387 0.8390046 0.8300008 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 <1% 8 0.4512425 0.5476237 0.1847018 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 >20% 1 0.9509353 0.9734286 0.9294580 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 1-5% 9 0.6389595 0.7068767 0.6591113 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5-20% 7 0.6977259 0.7054886 0.7038406 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 <1% 8 0.4513419 0.5155487 0.0640482 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 >20% 1 0.9596919 0.9367122 0.9838274 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 1-5% 9 0.6676243 0.7562131 0.7514586 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5-20% 7 0.7037858 0.6661826 0.7605825 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 <1% 8 0.2604080 0.5008924 0.1570241 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 >20% 1 0.9596827 0.9344031 0.9863682 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1-5% 9 0.7162303 0.8388660 0.6839851 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5-20% 7 0.7810799 0.8202062 0.8489747 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 <1% 8 0.4676297 0.6712354 0.0551703 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 >20% 1 0.9600092 0.9321961 0.9895329 672490 2800058 0.2401700
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1-5% 10 0.4542017 0.5372452 0.6526958 637021 2383256 0.2672902
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 5-20% 5 0.7468755 0.8121809 0.8205596 1012677 2383256 0.4249132
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 <1% 9 0.3263544 0.2617167 0.5885958 78262 2383256 0.0328383
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 >20% 1 0.9305194 0.9358501 0.9252490 655296 2383256 0.2749583
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1-5% 8 0.4785412 0.4246919 0.5485051 400237 2354472 0.1699901
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 5-20% 7 0.6304023 0.7106270 0.7394456 1277343 2354472 0.5425178
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 <1% 9 0.2311247 0.1117170 0.4574780 71624 2354472 0.0304204
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 >20% 1 0.9102742 0.9416969 0.8808809 605268 2354472 0.2570716
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 1-5% 8 0.4148771 0.4621413 0.5083544 421532 2533024 0.1664145
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5-20% 7 0.6552356 0.6152710 0.7550582 1382844 2533024 0.5459261
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 <1% 9 0.3218923 0.2662770 0.0025736 83612 2533024 0.0330088
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 >20% 1 0.9218843 0.9352207 0.9089229 645036 2533024 0.2546506
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 1-5% 9 0.4038398 0.4503170 0.7033667 426072 2351465 0.1811943
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5-20% 7 0.5403896 0.5206876 0.5827751 1264865 2351465 0.5379051
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 <1% 8 0.1174658 0.1680498 0.0428871 58175 2351465 0.0247399
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 >20% 1 0.8952551 0.9386232 0.8557175 602353 2351465 0.2561607
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1-5% 8 0.5138005 0.4555060 0.7033889 396560 2296980 0.1726441
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 5-20% 7 0.6122598 0.5719310 0.6740759 1186271 2296980 0.5164481
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 <1% 9 0.2709909 0.2412912 0.1293368 76878 2296980 0.0334692
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 >20% 1 0.9382228 0.9180462 0.9593062 637271 2296980 0.2774386
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 1-5% 9 0.0229062 0.0153572 0.0433449 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5-20% 7 0.0533023 0.0688736 0.0434736 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 <1% 8 0.0051038 0.0027044 0.0440588 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 >20% 1 0.0733639 0.2405279 0.0432828 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 1-5% 9 0.0219691 0.0148662 0.0417073 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5-20% 7 0.0530098 0.0718156 0.0416168 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 <1% 8 0.0051509 0.0027355 0.0403136 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 >20% 1 0.0718895 0.2390891 0.0423049 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 1-5% 9 0.0214988 0.0138922 0.0498862 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5-20% 7 0.0589308 0.0719948 0.0497469 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 <1% 8 0.0074973 0.0040806 0.0244403 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 >20% 1 0.0835283 0.2390999 0.0506031 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 1-5% 9 0.0218181 0.0139916 0.0476594 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5-20% 7 0.0574732 0.0718587 0.0475619 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 <1% 8 0.0055169 0.0029160 0.0447079 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 >20% 1 0.0794701 0.2414059 0.0475640 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 1-5% 9 0.0215639 0.0140788 0.0458536 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 5-20% 7 0.0544784 0.0703324 0.0453416 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 <1% 8 0.0052156 0.0027608 0.0427606 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 >20% 1 0.0764682 0.2407663 0.0454520 672490 2800058 0.2401700
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5-20% 5 0.9875665 0.9915238 0.9818983 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 >20% 1 0.9972212 0.9963771 0.9980667 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5-20% 5 0.9882641 0.9900153 0.9894965 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 >20% 1 0.9975929 0.9967745 0.9984127 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5-20% 5 0.9898504 0.9908689 0.9907093 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 >20% 1 0.9969598 0.9963597 0.9975606 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1-5% 1 0.9452731 0.9630869 0.9281063 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5-20% 4 0.9913003 0.9924988 0.9952785 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 >20% 1 0.9976161 0.9973668 0.9978656 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1-5% 1 0.9608365 0.9743042 0.9477361 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5-20% 4 0.9920129 0.9931255 0.9945648 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 >20% 1 0.9978742 0.9973245 0.9984245 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5-20% 5 0.9367949 0.9630151 0.8863701 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 >20% 1 0.9672545 0.9663753 0.9681352 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5-20% 5 0.8368193 0.9231759 0.7652368 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 >20% 1 0.9486910 0.9489411 0.9484411 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5-20% 5 0.7072296 0.9661527 0.5470652 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 >20% 1 0.9547183 0.9523585 0.9570898 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1-5% 1 0.7567235 0.7263780 0.7897151 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5-20% 4 0.9414642 0.9317680 0.9715663 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 >20% 1 0.9850363 0.9890114 0.9810930 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1-5% 1 0.7393128 0.7568986 0.7225255 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5-20% 4 0.9581758 0.9582530 0.9835687 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 >20% 1 0.9675325 0.9725034 0.9626122 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5-20% 5 0.9544218 0.9479737 0.9609583 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 >20% 1 0.9788403 0.9674522 0.9904997 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5-20% 5 0.9621449 0.9670274 0.9510900 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 >20% 1 0.9793902 0.9638595 0.9954296 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5-20% 5 0.9568799 0.9880682 0.9309846 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 >20% 1 0.9846723 0.9725685 0.9970812 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1-5% 1 0.8346027 0.7752587 0.9037850 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5-20% 4 0.9609391 0.9891414 0.9436411 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 >20% 1 0.9898327 0.9829855 0.9967759 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1-5% 1 0.1339388 0.5145456 0.0769898 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5-20% 4 0.9730300 0.9771872 0.9909542 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 >20% 1 0.9839772 0.9756425 0.9924555 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1-5% 1 0.3659617 0.4816722 0.2950764 64973 1474730 0.0440576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5-20% 4 0.9182956 0.9124747 0.9262333 737250 1474730 0.4999220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 >20% 1 0.9775573 0.9767722 0.9783437 672507 1474730 0.4560204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1-5% 1 0.2850560 0.3630349 0.2346532 55891 1277454 0.0437519
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5-20% 4 0.8704720 0.9448369 0.8775751 620741 1277454 0.4859204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 >20% 1 0.9636941 0.9372373 0.9916881 600822 1277454 0.4703277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1-5% 1 0.3313052 0.5192293 0.2432617 54057 1336985 0.0404320
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5-20% 4 0.8325737 0.9219763 0.7717449 627324 1336985 0.4692080
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 >20% 1 0.9122741 0.8444521 0.9919418 655604 1336985 0.4903600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1-5% 1 0.3888540 0.4878497 0.3232577 52602 1366285 0.0385000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5-20% 4 0.8331668 0.9183212 0.7607882 650096 1366285 0.4758129
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 >20% 1 0.9119312 0.8494646 0.9843140 663587 1366285 0.4856871
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1-5% 1 0.3499456 0.4763056 0.2765731 41320 1306981 0.0316148
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5-20% 4 0.9090940 0.9234116 0.9248724 682782 1306981 0.5224116
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 >20% 1 0.9772565 0.9690092 0.9856454 582879 1306981 0.4459736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5-20% 5 0.1412626 0.1235331 0.1664333 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 >20% 1 0.2427033 0.4456275 0.1667643 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5-20% 5 0.1405783 0.1226056 0.1664718 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 >20% 1 0.2427503 0.4456034 0.1668120 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5-20% 5 0.1351334 0.1132671 0.1672388 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 >20% 1 0.2468005 0.4699459 0.1673414 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1-5% 1 0.0708711 0.0452977 0.1627583 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5-20% 4 0.1414502 0.1228175 0.1670639 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 >20% 1 0.2450692 0.4704230 0.1656942 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1-5% 1 0.0739980 0.0475308 0.1669783 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5-20% 4 0.1484928 0.1337288 0.1661469 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 >20% 1 0.2389606 0.4223630 0.1666126 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5-20% 5 0.9662937 0.9638052 0.9916431 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 >20% 1 0.9773144 0.9606376 0.9945804 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5-20% 5 0.9627240 0.9634293 0.9854702 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 >20% 1 0.9665455 0.9427875 0.9915319 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5-20% 5 0.9536005 0.9715995 0.9808089 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 >20% 1 0.9695681 0.9455440 0.9948449 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1-5% 1 0.7686240 0.8679067 0.6897242 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5-20% 4 0.9637716 0.9643236 0.9732267 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 >20% 1 0.9896499 0.9872640 0.9920473 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5-20% 5 0.9012610 0.9370735 0.9144967 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 >20% 1 0.9750186 0.9537493 0.9972582 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 5-20% 5 0.9317845 0.9610016 0.9120117 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 >20% 1 0.9641090 0.9723513 0.9560052 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 5-20% 5 0.9387088 0.9599281 0.9695094 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 >20% 1 0.9693168 0.9706365 0.9680006 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 5-20% 5 0.8963979 0.8628639 0.8842185 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 >20% 1 0.9491220 0.9506452 0.9476037 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1-5% 1 0.4801760 0.5960383 0.4020270 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 5-20% 4 0.8931080 0.9346123 0.9031253 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 >20% 1 0.9811272 0.9938698 0.9687072 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 5-20% 5 0.7192888 0.9690960 0.7144856 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 >20% 1 0.9766892 0.9878720 0.9657568 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 5-20% 5 0.5602964 0.6591563 0.7950087 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 >20% 1 0.7996407 0.8994684 0.7197582 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5-20% 5 0.6166075 0.5863742 0.4875143 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 >20% 1 0.8250547 0.7332113 0.9432019 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 5-20% 5 0.2242863 0.5258228 0.3512332 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 >20% 1 0.9031960 0.8959100 0.9106015 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1-5% 1 0.0493432 0.4265438 0.0261863 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 5-20% 4 0.6516496 0.6352338 0.7111285 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 >20% 1 0.5984444 0.8288290 0.4682796 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5-20% 5 0.7674040 0.8106449 0.6908536 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 >20% 1 0.8394844 0.7334556 0.9813487 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 1-5% 1 0.2825648 0.3436685 0.2399093 51607 1394134 0.0370172
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5-20% 4 0.9147216 0.9046816 0.9225328 691554 1394134 0.4960456
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 >20% 1 0.9636187 0.9626939 0.9645454 650973 1394134 0.4669372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 1-5% 1 0.2301923 0.4008975 0.1614470 61977 1381663 0.0448568
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 5-20% 4 0.8929787 0.9258261 0.9146277 717278 1381663 0.5191411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 >20% 1 0.9544770 0.9279014 0.9826198 602408 1381663 0.4360021
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 1-5% 1 0.2851613 0.4562549 0.2073907 59318 1348638 0.0439836
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 >20% 1 0.2427033 0.4456275 0.1667643 686400 1536957 0.4465967
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 >20% 1 0.2374131 0.4121371 0.1667289 607573 1471041 0.4130225
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 >20% 1 0.2427503 0.4456034 0.1668120 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1-5% 1 0.0725135 0.0462347 0.1680017 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5-20% 4 0.1413191 0.1228894 0.1662572 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 >20% 1 0.2462783 0.4704332 0.1668003 669963 1421911 0.4711708
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 >20% 1 0.2457185 0.4682186 0.1665656 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5-20% 5 0.9829546 0.9864747 0.9794595 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 >20% 1 0.9938519 0.9907089 0.9970149 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5-20% 5 0.9841923 0.9890028 0.9794285 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 >20% 1 0.9911571 0.9873553 0.9949883 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5-20% 5 0.9822784 0.9867323 0.9792361 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 >20% 1 0.9860642 0.9751552 0.9972201 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1-5% 1 0.8877297 0.9235586 0.8545769 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5-20% 4 0.9872774 0.9876027 0.9910842 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 >20% 1 0.9953515 0.9959412 0.9947624 669963 1421911 0.4711708
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 >20% 1 0.9947134 0.9929371 0.9964960 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5-20% 5 0.9480894 0.9611026 0.9078182 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 >20% 1 0.9684992 0.9754355 0.9616608 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5-20% 5 0.7892629 0.8948011 0.6518863 863468 1471041 0.5869775
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5-20% 5 0.8606340 0.9308609 0.8002600 751220 1356644 0.5537341
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1-5% 1 0.7716935 0.7624590 0.7811545 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5-20% 4 0.9308585 0.9150899 0.9779571 686532 1421911 0.4828235
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5-20% 5 0.7168373 0.9661527 0.7027471 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 >20% 1 0.9805907 0.9925041 0.9689599 661241 1408466 0.4694760
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 >20% 1 0.6174503 0.4466026 1.0000000 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5-20% 5 0.8661567 0.8074390 0.9287150 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 >20% 1 0.9502547 0.9255577 0.9763057 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5-20% 5 0.8529065 0.8613256 0.8446505 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 >20% 1 0.9543808 0.9215718 0.9896122 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1-5% 1 0.0802049 0.5395012 0.0433227 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5-20% 4 0.8719190 0.8434780 0.8988779 686532 1421911 0.4828235
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5-20% 5 0.8559750 0.8151066 0.7875678 747225 1408466 0.5305240
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1-5% 1 0.3708703 0.4663830 0.3078287 70510 1487478 0.0474024
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5-20% 4 0.8279603 0.9172590 0.7515618 650554 1368039 0.4755376
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 >20% 1 0.9090500 0.8448809 0.9837677 663924 1368039 0.4853107
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1-5% 1 0.3440303 0.5146253 0.2583792 55972 1343879 0.0416496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5-20% 4 0.8444312 0.9236252 0.7996051 632140 1343879 0.4703846
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 >20% 1 0.9177744 0.8552209 0.9902008 655767 1343879 0.4879658
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5-20% 5 0.1415962 0.1231843 0.1667068 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 >20% 1 0.2412090 0.4464946 0.1652375 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5-20% 5 0.1497300 0.1347017 0.1669027 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 >20% 1 0.2361197 0.4130859 0.1653036 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5-20% 5 0.1406585 0.1220542 0.1672422 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 >20% 1 0.2413552 0.4466729 0.1653502 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1-5% 1 0.0727284 0.0463782 0.1684145 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5-20% 4 0.1414629 0.1228040 0.1668188 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 >20% 1 0.2449349 0.4715437 0.1654330 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 5-20% 5 0.1347198 0.1130161 0.1667409 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 >20% 1 0.2445028 0.4694891 0.1652922 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5-20% 5 0.9867933 0.9909935 0.9808313 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 >20% 1 0.9966797 0.9958346 0.9975262 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5-20% 5 0.9863808 0.9888303 0.9857663 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 >20% 1 0.9957508 0.9946837 0.9968201 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5-20% 5 0.9868955 0.9891267 0.9817913 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 >20% 1 0.9970928 0.9957337 0.9984556 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1-5% 1 0.9226390 0.9471473 0.8993671 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5-20% 4 0.9901517 0.9914700 0.9935573 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 >20% 1 0.9969431 0.9966910 0.9971954 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5-20% 5 0.9886272 0.9894317 0.9878239 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 >20% 1 0.9966013 0.9960992 0.9971039 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5-20% 5 0.9382860 0.9641270 0.8896131 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 >20% 1 0.9672581 0.9665946 0.9679225 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5-20% 5 0.7884388 0.9146296 0.6507627 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 >20% 1 0.9372419 0.9683445 0.9080752 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5-20% 5 0.8280968 0.9217614 0.7517117 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 >20% 1 0.9494174 0.9501603 0.9486756 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1-5% 1 0.7602679 0.7322807 0.7904794 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5-20% 4 0.9389763 0.9288452 0.9699585 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 >20% 1 0.9854889 0.9895130 0.9814975 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5-20% 5 0.7072296 0.9661527 0.5470652 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 >20% 1 0.9547183 0.9523585 0.9570898 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 5-20% 5 0.9228420 0.8798545 0.9702457 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 >20% 1 0.9780939 0.9782157 0.9779720 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5-20% 5 0.9092766 0.8732631 0.9483882 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 >20% 1 0.9672823 0.9451522 0.9904736 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5-20% 5 0.9228556 0.9044396 0.9466342 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 >20% 1 0.9749671 0.9760338 0.9739026 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1-5% 1 0.6056352 0.5855828 0.6271096 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5-20% 4 0.9316527 0.9475152 0.9210717 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 >20% 1 0.9846625 0.9761944 0.9932787 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5-20% 5 0.9014560 0.9117689 0.9124204 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 >20% 1 0.9676896 0.9404184 0.9965897 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1-5% 1 0.3793425 0.4865471 0.3108504 64864 1473864 0.0440095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5-20% 4 0.9184932 0.9129189 0.9278284 736005 1473864 0.4993710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 >20% 1 0.9768768 0.9769886 0.9767651 672995 1473864 0.4566195
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1-5% 1 0.2723827 0.3940905 0.2081113 64922 1394404 0.0465590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5-20% 4 0.8999872 0.9242682 0.9177925 727349 1394404 0.5216200
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 >20% 1 0.9579923 0.9335435 0.9837561 602133 1394404 0.4318211
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1-5% 1 0.3234137 0.4182971 0.2636168 52068 1266355 0.0411164
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5-20% 4 0.8728533 0.9468773 0.8803085 614985 1266355 0.4856340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 >20% 1 0.9643159 0.9396121 0.9903538 599302 1266355 0.4732496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1-5% 1 0.3935937 0.4878468 0.3298633 52449 1365149 0.0384200
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5-20% 4 0.8386759 0.9189945 0.7694053 649207 1365149 0.4755576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 >20% 1 0.9158427 0.8561712 0.9844550 663493 1365149 0.4860224
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1-5% 1 0.3272756 0.5322416 0.2362831 52818 1334086 0.0395912
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5-20% 4 0.8261284 0.9226002 0.7547531 625960 1334086 0.4692051
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 >20% 1 0.9069742 0.8353088 0.9920907 655308 1334086 0.4912037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5-20% 5 0.1427214 0.1242084 0.1668422 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 >20% 1 0.2439761 0.4476348 0.1676850 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5-20% 5 0.1473087 0.1332368 0.1668416 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 >20% 1 0.2378730 0.4127669 0.1670795 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 5-20% 5 0.1413141 0.1225294 0.1658176 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 >20% 1 0.2436217 0.4469620 0.1674446 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1-5% 1 0.0721060 0.0459741 0.1670692 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5-20% 4 0.1415621 0.1230791 0.1665056 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 >20% 1 0.2449349 0.4715437 0.1654330 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 5-20% 5 0.1351334 0.1132671 0.1671105 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 >20% 1 0.2468005 0.4699459 0.1673414 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5-20% 5 0.9812306 0.9883490 0.9742140 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 >20% 1 0.9914306 0.9879226 0.9949636 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5-20% 5 0.9800461 0.9842120 0.9776530 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 >20% 1 0.9890103 0.9815038 0.9966325 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5-20% 5 0.9802536 0.9824015 0.9770300 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 >20% 1 0.9823187 0.9679073 0.9971656 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1-5% 1 0.8575748 0.9270918 0.7977559 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5-20% 4 0.9847128 0.9853175 0.9902862 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 >20% 1 0.9944314 0.9938295 0.9950341 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5-20% 5 0.9817297 0.9845038 0.9892530 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 >20% 1 0.9935452 0.9935798 0.9935107 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5-20% 5 0.9383023 0.9603770 0.8888246 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 >20% 1 0.9658848 0.9675488 0.9642264 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5-20% 5 0.7924334 0.9859455 0.6562233 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 >20% 1 0.9378484 0.9633161 0.9136927 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5-20% 5 0.8289864 0.9369993 0.7433020 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 >20% 1 0.9771942 0.9917856 0.9630259 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1-5% 1 0.5336976 0.6953896 0.4330133 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5-20% 4 0.9286334 0.9632866 0.9321564 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 >20% 1 0.9802327 0.9941122 0.9667355 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5-20% 5 0.7097378 0.9661527 0.5500725 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 >20% 1 0.9549395 0.9530673 0.9568191 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5-20% 5 0.7228200 0.7876031 0.8461714 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 >20% 1 0.9280909 0.9546262 0.9029910 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5-20% 5 0.8300178 0.8087696 0.8741411 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 >20% 1 0.9435072 0.9246890 0.9631073 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5-20% 5 0.8470785 0.8411608 0.8530801 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 >20% 1 0.9453178 0.9432688 0.9473757 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1-5% 1 0.1207822 0.5051221 0.0685918 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 5-20% 4 0.8753811 0.8734810 0.8584543 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 >20% 1 0.9085979 0.8679223 0.9532735 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5-20% 5 0.7838368 0.8751002 0.7401659 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 >20% 1 0.9221075 0.8870275 0.9600766 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1-5% 1 0.3494492 0.4424143 0.2887697 71022 1489534 0.0476807
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5-20% 4 0.9183603 0.9102661 0.9258374 744842 1489534 0.5000504
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 >20% 1 0.9780573 0.9766480 0.9794707 673670 1489534 0.4522690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1-5% 1 0.2707566 0.4078136 0.2026504 64594 1391385 0.0464242
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5-20% 4 0.8911826 0.9227330 0.9152055 725683 1391385 0.5215544
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 >20% 1 0.9594392 0.9385286 0.9813029 601108 1391385 0.4320213
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1-5% 1 0.2623140 0.3080960 0.2283779 59638 1290216 0.0462233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5-20% 4 0.8604670 0.9398970 0.8730156 629273 1290216 0.4877269
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 >20% 1 0.9611999 0.9351395 0.9887545 601305 1290216 0.4660499
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1-5% 1 0.4085393 0.4802868 0.3554418 53705 1368401 0.0392465
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5-20% 4 0.8473541 0.9195072 0.7856676 651995 1368401 0.4764649
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 >20% 1 0.9174582 0.8606018 0.9823586 662701 1368401 0.4842886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1-5% 1 0.3255576 0.4952384 0.2424785 56405 1345568 0.0419191
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5-20% 4 0.8280695 0.9184212 0.7587356 633821 1345568 0.4710435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 >20% 1 0.9024819 0.8294597 0.9896024 655342 1345568 0.4870374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5-20% 5 0.1433055 0.1246781 0.1670897 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 >20% 1 0.2439761 0.4476348 0.1676850 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5-20% 5 0.1487642 0.1339018 0.1668416 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 >20% 1 0.2378730 0.4127669 0.1670795 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5-20% 5 0.1406585 0.1220542 0.1672422 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 >20% 1 0.2413552 0.4466729 0.1653502 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1-5% 1 0.0721060 0.0459741 0.1670692 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5-20% 4 0.1422654 0.1235216 0.1675018 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 >20% 1 0.2449349 0.4715437 0.1654330 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 5-20% 5 0.1345490 0.1131607 0.1661633 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 >20% 1 0.2468005 0.4699459 0.1673414 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5-20% 5 0.9857470 0.9901424 0.9794805 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 >20% 1 0.9960322 0.9943892 0.9976807 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5-20% 5 0.9850085 0.9866945 0.9833282 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 >20% 1 0.9946927 0.9928764 0.9965156 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5-20% 5 0.9856598 0.9879452 0.9808288 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 >20% 1 0.9967467 0.9955363 0.9979601 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1-5% 1 0.9136096 0.9430919 0.8859148 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5-20% 4 0.9890458 0.9906845 0.9934750 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 >20% 1 0.9964540 0.9961277 0.9967804 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5-20% 5 0.9881290 0.9906930 0.9855783 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 >20% 1 0.9962515 0.9951039 0.9974019 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5-20% 5 0.9342748 0.9629081 0.9010163 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 >20% 1 0.9710561 0.9751758 0.9669712 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5-20% 5 0.7900376 0.9146296 0.6529439 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 >20% 1 0.9417995 0.9679749 0.9170026 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5-20% 5 0.8363507 0.9259413 0.7625675 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 >20% 1 0.9484508 0.9497042 0.9472006 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1-5% 1 0.7681893 0.7451254 0.7927266 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5-20% 4 0.9376108 0.9216856 0.9691914 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 >20% 1 0.9865648 0.9890534 0.9840887 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5-20% 5 0.7058656 0.9661527 0.5454345 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 >20% 1 0.9548321 0.9528534 0.9568191 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 5-20% 5 0.8964392 0.8795931 0.9397207 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 >20% 1 0.9703190 0.9847634 0.9562922 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5-20% 5 0.8825678 0.8819405 0.9538796 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 >20% 1 0.9646675 0.9529413 0.9766859 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5-20% 5 0.8729752 0.8898400 0.8819661 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 >20% 1 0.9593542 0.9314814 0.9889466 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1-5% 1 0.4167037 0.4611675 0.3800599 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5-20% 4 0.8818370 0.9526201 0.8634233 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 >20% 1 0.9306610 0.8789255 0.9888680 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5-20% 5 0.8617744 0.9080366 0.9132111 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 >20% 1 0.9556202 0.9424854 0.9691262 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1-5% 1 0.3986729 0.4913504 0.3354087 66814 1477008 0.0452360
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5-20% 4 0.9178434 0.9100985 0.9285206 736750 1477008 0.4988125
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 >20% 1 0.9754839 0.9778411 0.9731381 673444 1477008 0.4559515
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1-5% 1 0.2548893 0.4128581 0.1843520 59880 1379095 0.0434198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5-20% 4 0.8977983 0.9255448 0.9152331 718578 1379095 0.5210504
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 >20% 1 0.9555178 0.9306724 0.9817261 600637 1379095 0.4355298
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1-5% 1 0.3212643 0.3992663 0.2687588 52642 1269959 0.0414517
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5-20% 4 0.8699399 0.9469095 0.8754867 618021 1269959 0.4866464
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 >20% 1 0.9671234 0.9449838 0.9903253 599296 1269959 0.4719018
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1-5% 1 0.3872256 0.4817712 0.3237007 52703 1366113 0.0385788
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5-20% 4 0.8303868 0.9177709 0.7555734 649842 1366113 0.4756869
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 >20% 1 0.9104278 0.8466201 0.9846376 663568 1366113 0.4857343
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1-5% 1 0.3306100 0.5314712 0.2399316 53211 1332954 0.0399196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5-20% 4 0.8331701 0.9220127 0.7634136 624946 1332954 0.4688429
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 >20% 1 0.9094110 0.8399556 0.9913882 654797 1332954 0.4912375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 5-20% 5 0.1433055 0.1246781 0.1666874 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 >20% 1 0.2427033 0.4456275 0.1667643 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5-20% 5 0.1473087 0.1332368 0.1664617 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 >20% 1 0.2378730 0.4127669 0.1670795 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5-20% 5 0.1413141 0.1225294 0.1659919 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 >20% 1 0.2436217 0.4469620 0.1674446 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1-5% 1 0.0726848 0.0463347 0.1685215 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5-20% 4 0.1414502 0.1228175 0.1666976 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 >20% 1 0.2449349 0.4715437 0.1654330 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5-20% 5 0.1345490 0.1131607 0.1661633 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 >20% 1 0.2468005 0.4699459 0.1673414 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1-5% 1 0.9326685 0.9025814 0.9648307 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5-20% 3 0.9860302 0.9918108 0.9803165 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 >20% 2 0.9971393 0.9958684 0.9984143 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1-5% 1 0.8830002 0.9057865 0.8613322 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5-20% 3 0.9848000 0.9930065 0.9811511 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 >20% 2 0.9949441 0.9937682 0.9961254 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1-5% 1 0.9030596 0.9728863 0.8425850 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5-20% 3 0.9861424 0.9877547 0.9945869 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 >20% 2 0.9971304 0.9967150 0.9975462 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1-5% 1 0.9419629 0.9640669 0.9208497 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5-20% 3 0.9857990 0.9920336 0.9860482 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 >20% 2 0.9969875 0.9955147 0.9984646 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1-5% 1 0.9346869 0.9530722 0.9169976 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5-20% 3 0.9863478 0.9889464 0.9837628 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 >20% 2 0.9971258 0.9965086 0.9977437 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1-5% 1 0.7636929 0.7221888 0.8102585 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5-20% 3 0.9340832 0.9782040 0.9418925 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 >20% 2 0.9696088 0.9698163 0.9694015 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1-5% 1 0.2129704 0.3294171 0.1573487 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5-20% 3 0.8418340 0.9535888 0.9039937 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 >20% 2 0.9617872 0.9559744 0.9682456 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1-5% 1 0.1668626 0.3809677 0.1068260 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5-20% 3 0.8409961 0.9814502 0.9532996 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 >20% 2 0.9515756 0.9509977 0.9536435 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1-5% 1 0.4993019 0.7872259 0.3655894 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5-20% 3 0.8723291 0.9802563 0.9296357 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 >20% 2 0.9728858 0.9615819 0.9848494 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1-5% 1 0.2032951 0.2493811 0.1715858 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5-20% 3 0.8503537 0.9511721 0.9631127 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 >20% 2 0.9498108 0.9634139 0.9394247 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1-5% 1 0.7180807 0.6462075 0.8079426 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5-20% 3 0.9122169 0.9478190 0.9137588 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 >20% 2 0.9822654 0.9792632 0.9853426 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1-5% 1 0.0002272 0.5121951 0.0001136 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5-20% 3 0.9081503 0.8800487 0.9478053 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 >20% 2 0.9704176 0.9701266 0.9720290 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1-5% 1 0.6680554 0.6998722 0.6390057 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5-20% 3 0.8837640 0.9352416 0.9372872 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 >20% 2 0.9766716 0.9684034 0.9850893 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1-5% 1 0.5720139 0.7122834 0.4779012 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5-20% 3 0.8896132 0.9232049 0.9722907 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 >20% 2 0.9745624 0.9765892 0.9727493 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1-5% 1 0.3161743 0.6818174 0.2058055 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5-20% 3 0.9317672 0.9279502 0.9598675 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 >20% 2 0.9811395 0.9831128 0.9795605 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1-5% 1 0.3544042 0.3449816 0.3643559 118892 3615263 0.0328861
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5-20% 3 0.7993407 0.8511334 0.8929694 1119524 3615263 0.3096660
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 >20% 2 0.9462208 0.9636420 0.9328042 2376847 3615263 0.6574479
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1-5% 1 0.1998885 0.3441256 0.1408518 170541 3828528 0.0445448
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5-20% 3 0.8586061 0.8620075 0.9065912 1190108 3828528 0.3108526
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 >20% 2 0.9643955 0.9612838 0.9675384 2467879 3828528 0.6446026
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1-5% 1 0.3219981 0.4488136 0.2510594 128611 3629528 0.0354346
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5-20% 3 0.8118997 0.8211089 0.8064112 1089013 3629528 0.3000426
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 >20% 2 0.9607352 0.9472646 0.9747075 2411904 3629528 0.6645228
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1-5% 1 0.2837239 0.5915482 0.1866150 123093 3718230 0.0331053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5-20% 3 0.8450698 0.8148163 0.8776566 1118927 3718230 0.3009300
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 >20% 2 0.9495421 0.9613247 0.9400279 2476210 3718230 0.6659647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1-5% 1 0.2833268 0.4451704 0.2077855 152489 3792755 0.0402053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5-20% 3 0.7430990 0.7269915 0.8263436 1175658 3792755 0.3099747
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 >20% 2 0.9254850 0.9513029 0.9071928 2464608 3792755 0.6498200
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1-5% 1 0.0634562 0.0391311 0.1677109 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5-20% 3 0.1304755 0.1073003 0.1660242 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 >20% 2 0.2145239 0.3161805 0.1658950 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1-5% 1 0.0728570 0.0466034 0.1668516 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5-20% 3 0.1284215 0.1039581 0.1662056 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 >20% 2 0.2128355 0.3197379 0.1659856 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1-5% 1 0.0718694 0.0457826 0.1670594 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5-20% 3 0.1294103 0.1052542 0.1660060 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 >20% 2 0.2156829 0.3197515 0.1670268 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1-5% 1 0.0687986 0.0433611 0.1664379 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5-20% 3 0.1254271 0.1002177 0.1673639 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 >20% 2 0.2151013 0.3221133 0.1665720 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1-5% 1 0.0721317 0.0460167 0.1667826 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5-20% 3 0.1286167 0.1048351 0.1663534 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 >20% 2 0.2135638 0.3188283 0.1658332 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 1-5% 4 0.9939818 0.9925649 0.9951547 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5-20% 3 0.9972488 0.9953775 0.9986905 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 <1% 20 0.9572099 0.9795535 0.9326821 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 >20% 1 0.9999285 0.9998977 0.9999593 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 1-5% 4 0.9915593 0.9892008 0.9939320 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 5-20% 3 0.9968020 0.9946838 0.9989292 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 <1% 20 0.9600363 0.9831787 0.9356530 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 >20% 1 0.9996266 0.9998407 0.9994125 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 1-5% 4 0.9989212 0.9983906 0.9993828 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5-20% 3 0.9996131 0.9994130 0.9998133 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 <1% 20 0.9902400 0.9971711 0.9879421 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 >20% 1 0.9999902 0.9999992 0.9999812 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 1-5% 4 0.9987899 0.9981469 0.9991909 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 5-20% 3 0.9995591 0.9993273 0.9997910 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 <1% 20 0.9910837 0.9969681 0.9860257 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 >20% 1 0.9999860 0.9999987 0.9999734 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 1-5% 4 0.9990971 0.9985762 0.9996185 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 5-20% 3 0.9997764 0.9997110 0.9998253 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 <1% 20 0.9951970 0.9967268 0.9897410 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 >20% 1 0.9999827 0.9999997 0.9999657 9715414 16114380 0.6029034
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 1-5% 4 0.9208667 0.9896243 0.9082397 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 5-20% 3 0.9615784 0.9623174 0.9498989 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 <1% 20 0.6104567 0.8670391 0.6530701 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 >20% 1 0.9940910 0.9999765 0.9882743 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 1-5% 4 0.9371214 0.9890101 0.9174454 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 5-20% 3 0.9669872 0.9767646 0.9717344 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 <1% 20 0.8344179 0.9012776 0.7781727 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 >20% 1 0.9954319 0.9999768 0.9909282 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 1-5% 4 0.9320573 0.9910221 0.8937995 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 5-20% 3 0.9683578 0.9805824 0.9681599 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 <1% 20 0.8071854 0.8693472 0.7230003 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 >20% 1 0.9971832 0.9997398 0.9946397 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 1-5% 4 0.9341481 0.9925119 0.8954296 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 5-20% 3 0.9674940 0.9662270 0.9655572 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 <1% 20 0.6866291 0.8768306 0.6786743 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 >20% 1 0.9971964 0.9998555 0.9945514 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 1-5% 4 0.9314556 0.9890370 0.9122724 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 5-20% 3 0.9650860 0.9810149 0.9650647 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 <1% 20 0.7528368 0.8674930 0.7166746 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 >20% 1 0.9951067 0.9999767 0.9902839 9715414 16114380 0.6029034
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1-5% 4 0.9552307 0.9788143 0.9787663 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 5-20% 3 0.9829010 0.9914137 0.9796040 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 <1% 20 0.8895942 0.8853147 0.8588846 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 >20% 1 0.9992047 0.9993759 0.9990336 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1-5% 4 0.9735607 0.9736782 0.9799721 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5-20% 3 0.9807063 0.9785969 0.9828248 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 <1% 20 0.8761899 0.8677816 0.8988095 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 >20% 1 0.9990516 0.9993224 0.9987809 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1-5% 4 0.9865706 0.9896996 0.9853044 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 5-20% 3 0.9898480 0.9944740 0.9910663 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 <1% 20 0.9529312 0.9509114 0.9466271 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 >20% 1 0.9994827 0.9991379 0.9998277 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1-5% 4 0.9843914 0.9905541 0.9851956 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5-20% 3 0.9924618 0.9921586 0.9909232 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 <1% 20 0.9324207 0.9470254 0.9472229 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 >20% 1 0.9995102 0.9996030 0.9994173 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1-5% 4 0.9838375 0.9846451 0.9885247 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 5-20% 3 0.9867897 0.9887936 0.9936278 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 <1% 20 0.9424347 0.9439015 0.9442336 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 >20% 1 0.9995829 0.9993088 0.9998571 9715414 16114380 0.6029034
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 1-5% 4 0.9215191 0.9254607 0.9578462 2015813 16462252 0.1224506
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 5-20% 3 0.9557057 0.9505923 0.9438341 3378055 16462252 0.2052001
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 <1% 20 0.7450482 0.6618145 0.8672403 1054424 16462252 0.0640510
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 >20% 1 0.9845501 0.9993503 0.9701819 10013960 16462252 0.6082983
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 1-5% 4 0.9508283 0.9616957 0.9566135 2018880 16524341 0.1221761
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 5-20% 3 0.9577622 0.9492055 0.9429581 3411348 16524341 0.2064438
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 <1% 20 0.8227246 0.7740198 0.8851622 1055590 16524341 0.0638809
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 >20% 1 0.9955798 0.9992932 0.9918939 10038523 16524341 0.6074991
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 1-5% 4 0.9393511 0.9428163 0.9524688 1940107 15872550 0.1222303
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 5-20% 3 0.9543381 0.9452856 0.9614399 3267946 15872550 0.2058866
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 <1% 20 0.8183145 0.7708111 0.9082683 1010698 15872550 0.0636758
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 >20% 1 0.9941722 0.9993092 0.9890878 9653799 15872550 0.6082072
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 1-5% 4 0.9388058 0.9427875 0.9549937 1954490 15982233 0.1222914
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 5-20% 3 0.9559097 0.9458361 0.9495075 3278830 15982233 0.2051547
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 <1% 20 0.8074377 0.7173905 0.9020597 1020632 15982233 0.0638604
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 >20% 1 0.9911525 0.9993069 0.9831302 9728281 15982233 0.6086935
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 1-5% 4 0.9482697 0.9578155 0.9530751 1948008 15956885 0.1220795
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 5-20% 3 0.9594285 0.9524745 0.9572893 3291938 15956885 0.2063020
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 <1% 20 0.8308651 0.7937636 0.9062861 1014895 15956885 0.0636023
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 >20% 1 0.9948037 0.9993177 0.9903303 9702044 15956885 0.6080162
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 1-5% 4 0.0318964 0.0287183 0.0357447 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 5-20% 3 0.0460771 0.0636569 0.0356879 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 <1% 20 0.0056542 0.0030711 0.0355871 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 >20% 1 0.0673657 0.6030193 0.0356756 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 1-5% 4 0.0314107 0.0287988 0.0345146 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5-20% 3 0.0444145 0.0629126 0.0343329 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 <1% 20 0.0055822 0.0030386 0.0345585 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 >20% 1 0.0652346 0.6034041 0.0344812 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 1-5% 4 0.0310615 0.0284048 0.0345301 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 5-20% 3 0.0449597 0.0638993 0.0346805 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 <1% 20 0.0055827 0.0030443 0.0351245 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 >20% 1 0.0652283 0.6037370 0.0344766 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 1-5% 4 0.0312332 0.0285691 0.0344244 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5-20% 3 0.0451998 0.0637177 0.0348177 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 <1% 20 0.0056036 0.0030522 0.0346655 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 >20% 1 0.0652474 0.6038261 0.0344870 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 1-5% 4 0.0313860 0.0287765 0.0346274 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5-20% 3 0.0448506 0.0634062 0.0344626 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 <1% 20 0.0055002 0.0029939 0.0343905 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 >20% 1 0.0657069 0.6039751 0.0347433 9715414 16114380 0.6029034
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 1-5% 4 0.5693490 0.5397855 0.2941810 234072 2081532 0.1124518
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 5-20% 1 NA NA 0.0000000 261061 2081532 0.1254177
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 <1% 3 NA 0.0000000 0.0000000 3333 2081532 0.0016012
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 >20% 2 0.9072837 0.8966347 0.9185228 1583066 2081532 0.7605293
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 1-5% 3 0.0045166 0.3655172 0.0000000 175082 2685462 0.0651962
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 5-20% 2 NA NA 0.0000000 433309 2685462 0.1613536
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 <1% 2 0.1851852 0.1379763 0.1407507 3142 2685462 0.0011700
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 >20% 2 0.3208608 0.6145274 0.4880555 2073929 2685462 0.7722802
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 1-5% 4 0.9671058 0.9611835 0.0000000 194292 2270533 0.0855711
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 5-20% 2 0.4742352 0.3273730 0.4300346 347549 2270533 0.1530693
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 <1% 2 0.0597371 0.1248921 0.4293116 2020 2270533 0.0008897
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 >20% 2 0.8984070 0.9060017 0.8923949 1726672 2270533 0.7604699
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 1-5% 3 0.8966747 0.9573469 0.0000000 152946 1978191 0.0773161
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 5-20% 2 0.4820845 0.3376968 0.4210833 337815 1978191 0.1707697
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 <1% 3 0.0050786 0.1667186 0.0050505 3292 1978191 0.0016641
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 >20% 2 0.8895638 0.8913189 0.8895897 1484138 1978191 0.7502501
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 1-5% 4 0.9598447 0.9386590 0.0000000 189144 2268895 0.0833639
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 5-20% 2 NA NA 0.0000000 433309 2268895 0.1909780
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 <1% 2 0.0655939 0.1595146 0.2985178 1595 2268895 0.0007030
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 >20% 2 0.8525004 0.7768393 0.9583582 1644847 2268895 0.7249551
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 1-5% 4 0.5006410 0.4222905 0.1880336 234072 2081532 0.1124518
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 5-20% 1 NA NA 0.0000000 261061 2081532 0.1254177
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 <1% 3 0.0240914 0.0124590 0.0806452 3333 2081532 0.0016012
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 >20% 2 0.8853208 0.9432363 0.8539735 1583066 2081532 0.7605293
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 1-5% 3 0.8797158 0.8371308 0.0000000 175082 2685462 0.0651962
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 5-20% 2 NA NA 0.0000000 433309 2685462 0.1613536
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 <1% 2 0.0341200 0.0180909 0.3097018 3142 2685462 0.0011700
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 >20% 2 0.8943454 0.9105391 0.8879231 2073929 2685462 0.7722802
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 1-5% 4 0.7492781 0.8285609 0.0000000 194292 2270533 0.0855711
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 5-20% 2 0.3735379 0.2994805 0.2481275 347549 2270533 0.1530693
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 <1% 2 0.0081054 0.0041382 0.2369328 2020 2270533 0.0008897
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 >20% 2 0.8813898 0.9496821 0.8438826 1726672 2270533 0.7604699
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 1-5% 3 0.8632532 0.7742816 0.0000000 152946 1978191 0.0773161
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 5-20% 2 0.3187268 0.2356050 0.2462357 337815 1978191 0.1707697
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 <1% 3 0.0263469 0.0135738 0.0085470 3292 1978191 0.0016641
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 >20% 2 0.8668966 0.9459430 0.8263592 1484138 1978191 0.7502501
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 1-5% 4 0.3443894 0.2114926 0.0000000 189144 2268895 0.0833639
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 5-20% 2 NA NA 0.0000000 433309 2268895 0.1909780
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 <1% 2 0.0186812 0.0100312 0.4074444 1595 2268895 0.0007030
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 >20% 2 0.8905350 0.9087442 0.8885853 1644847 2268895 0.7249551
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 1-5% 4 0.5702621 0.5389734 0.4096300 234072 2081532 0.1124518
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 5-20% 1 NA NA 0.0000000 261061 2081532 0.1254177
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 <1% 3 0.0062130 0.0015594 0.0000000 3333 2081532 0.0016012
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 >20% 2 0.9113677 0.9099542 0.9167684 1583066 2081532 0.7605293
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 1-5% 3 NA NA 0.0000000 175082 2685462 0.0651962
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 5-20% 2 NA NA 0.0000000 433309 2685462 0.1613536
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 <1% 2 NA NA 0.0000000 3142 2685462 0.0011700
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 >20% 2 0.6408273 0.4841531 0.4737077 2073929 2685462 0.7722802
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 1-5% 4 0.9015306 0.9317813 0.0000000 194292 2270533 0.0855711
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 5-20% 2 0.5012760 0.3353533 0.4960867 347549 2270533 0.1530693
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 <1% 2 0.0537160 0.0309583 0.1013923 2020 2270533 0.0008897
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 >20% 2 0.8916748 0.9151572 0.8845308 1726672 2270533 0.7604699
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 1-5% 3 0.8768746 0.9398538 0.0000000 152946 1978191 0.0773161
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 5-20% 2 0.5157691 0.3502475 0.4889592 337815 1978191 0.1707697
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 <1% 3 0.0059084 0.0029639 0.0000000 3292 1978191 0.0016641
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 >20% 2 0.8929541 0.9125511 0.8818254 1484138 1978191 0.7502501
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 1-5% 4 0.9434728 0.9131469 0.0000000 189144 2268895 0.0833639
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 5-20% 2 NA NA 0.0000000 433309 2268895 0.1909780
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 <1% 2 0.0535359 0.0279769 0.3097270 1595 2268895 0.0007030
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 >20% 2 0.8430619 0.7614381 0.9532617 1644847 2268895 0.7249551
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 1-5% 4 0.4775272 0.4153329 0.3510106 222683 2012393 0.1106558
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 5-20% 1 NA NA 0.0000000 252956 2012393 0.1256991
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 <1% 3 0.0981115 0.0544532 0.7310924 3241 2012393 0.0016105
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 >20% 2 0.8780478 0.8911545 0.8765847 1533513 2012393 0.7620346
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 1-5% 3 0.0038419 0.2330623 0.0000000 144999 2415596 0.0600262
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 5-20% 2 NA NA 0.0000000 342691 2415596 0.1418660
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 <1% 2 0.1791847 0.1345113 0.4309030 1692 2415596 0.0007004
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 >20% 2 0.3342237 0.5639407 0.4940872 1926214 2415596 0.7974073
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 1-5% 4 0.7067572 0.8422233 0.0000000 184795 2114321 0.0874016
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 5-20% 2 0.4980400 0.3400824 0.4649959 340816 2114321 0.1611941
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 <1% 2 0.1148190 0.0653823 0.6398248 1852 2114321 0.0008759
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 >20% 2 0.8579173 0.8573180 0.8612244 1586858 2114321 0.7505284
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 1-5% 3 0.6059864 0.8003490 0.0000000 142781 1876635 0.0760835
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 5-20% 2 0.4563323 0.3136020 0.4187550 331721 1876635 0.1767637
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 <1% 3 0.1170636 0.0666886 0.8256881 3182 1876635 0.0016956
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 >20% 2 0.8578666 0.8723178 0.8518745 1398951 1876635 0.7454572
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 1-5% 4 0.8170416 0.8169976 0.0000000 177881 2175037 0.0817830
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 5-20% 2 NA NA 0.0000000 409164 2175037 0.1881182
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 <1% 2 0.0973685 0.0528610 0.9296252 1516 2175037 0.0006970
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 >20% 2 0.8178461 0.7408930 0.9154750 1586476 2175037 0.7294018
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 1-5% 4 0.0641503 0.0396785 0.0831340 234072 2081532 0.1124518
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 5-20% 1 NA NA 0.0000000 261061 2081532 0.1254177
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 <1% 3 0.0002446 0.0001224 0.1370968 3333 2081532 0.0016012
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 >20% 2 0.2288267 0.3791652 0.1663847 1583066 2081532 0.7605293
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 1-5% 3 0.0686624 0.0433126 0.0000000 175082 2685462 0.0651962
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 5-20% 2 NA NA 0.0000000 433309 2685462 0.1613536
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 <1% 2 0.0011368 0.0005715 0.1759658 3142 2685462 0.0011700
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 >20% 2 0.2318365 0.3856789 0.1665968 2073929 2685462 0.7722802
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 1-5% 4 0.0675240 0.0422419 0.0000000 194292 2270533 0.0855711
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 5-20% 2 0.1059274 0.0775296 0.0835762 347549 2270533 0.1530693
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 <1% 2 0.0008864 0.0004449 0.1664155 2020 2270533 0.0008897
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 >20% 2 0.2305994 0.3800190 0.1662877 1726672 2270533 0.7604699
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 1-5% 3 0.0670730 0.0419860 0.0000000 152946 1978191 0.0773161
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 5-20% 2 0.1119166 0.0840657 0.0836821 337815 1978191 0.1707697
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 <1% 3 0.0002607 0.0001305 0.1641414 3292 1978191 0.0016641
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 >20% 2 0.2300741 0.3754624 0.1670540 1484138 1978191 0.7502501
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 1-5% 4 0.0667687 0.0400344 0.0000000 189144 2268895 0.0833639
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 5-20% 2 NA NA 0.0000000 433309 2268895 0.1909780
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 <1% 2 0.0007042 0.0003529 0.2014842 1595 2268895 0.0007030
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 >20% 2 0.2566384 0.3621995 0.2002635 1644847 2268895 0.7249551
dataset_name-Levine_seed-42 cyanno num-1 run0 1-5% 3 0.0746004 0.4929577 0.0403536 8020 191351 0.0419125
dataset_name-Levine_seed-42 cyanno num-1 run0 5-20% 4 0.3201213 0.4960332 0.2370934 59767 191351 0.3123422
dataset_name-Levine_seed-42 cyanno num-1 run0 <1% 7 0.0070623 0.4500000 0.0030030 4676 191351 0.0244368
dataset_name-Levine_seed-42 cyanno num-1 run0 >20% 1 0.7446167 0.6390702 0.8919235 118888 191351 0.6213085
dataset_name-Levine_seed-42 cyanno num-2 run0 1-5% 3 0.3100529 0.4980125 0.2248657 5315 74276 0.0715574
dataset_name-Levine_seed-42 cyanno num-2 run0 5-20% 4 0.4518347 0.4993051 0.4147528 24326 74276 0.3275082
dataset_name-Levine_seed-42 cyanno num-2 run0 <1% 7 0.1212121 0.5000000 0.0689655 2080 74276 0.0280037
dataset_name-Levine_seed-42 cyanno num-2 run0 >20% 1 0.6633525 0.6042250 0.7353072 42555 74276 0.5729307
dataset_name-Levine_seed-42 cygate num-1 run0 1-5% 3 0.5239012 0.3582712 0.9743437 8020 191351 0.0419125
dataset_name-Levine_seed-42 cygate num-1 run0 5-20% 4 0.5810349 0.4099358 0.9884062 59767 191351 0.3123422
dataset_name-Levine_seed-42 cygate num-1 run0 <1% 7 0.4717641 0.3089005 0.9452888 4676 191351 0.0244368
dataset_name-Levine_seed-42 cygate num-1 run0 >20% 1 0.0494065 0.8212639 0.0254693 118888 191351 0.6213085
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dataset_name-Levine_seed-42 cygate num-2 run0 <1% 7 0.5476190 0.4134615 0.9741935 2080 74276 0.0280037
dataset_name-Levine_seed-42 cygate num-2 run0 >20% 1 0.0761776 0.9311295 0.0397133 42555 74276 0.5729307
dataset_name-Levine_seed-42 dgcytof num-1 run0 1-5% 3 0.0545165 0.4218615 0.0007686 8020 191351 0.0419125
dataset_name-Levine_seed-42 dgcytof num-1 run0 5-20% 4 0.2936903 0.4668828 0.2226305 59767 191351 0.3123422
dataset_name-Levine_seed-42 dgcytof num-1 run0 <1% 7 0.0512821 0.4179052 0.0274725 4676 191351 0.0244368
dataset_name-Levine_seed-42 dgcytof num-1 run0 >20% 1 0.7331526 0.6353260 0.8665887 118888 191351 0.6213085
dataset_name-Levine_seed-42 dgcytof num-2 run0 1-5% 3 0.1619506 0.4585987 0.0966583 5315 74276 0.0715574
dataset_name-Levine_seed-42 dgcytof num-2 run0 5-20% 4 0.6025745 0.4861407 0.3885325 24326 74276 0.3275082
dataset_name-Levine_seed-42 dgcytof num-2 run0 <1% 7 0.3795620 0.4760638 0.3120000 2080 74276 0.0280037
dataset_name-Levine_seed-42 dgcytof num-2 run0 >20% 1 0.6727367 0.5926556 0.7778404 42555 74276 0.5729307
dataset_name-Levine_seed-42 lda num-1 run0 1-5% 4 0.3806426 0.3354605 0.5172601 8437 150932 0.0558993
dataset_name-Levine_seed-42 lda num-1 run0 5-20% 4 0.4378884 0.4162505 0.4672796 44814 150932 0.2969152
dataset_name-Levine_seed-42 lda num-1 run0 <1% 6 0.2183613 0.2314189 0.2671311 2561 150932 0.0169679
dataset_name-Levine_seed-42 lda num-1 run0 >20% 1 0.6206742 0.6626840 0.5836733 95120 150932 0.6302176
dataset_name-Levine_seed-42 lda num-2 run0 1-5% 3 0.3668262 0.4121864 0.3476734 4614 53148 0.0868142
dataset_name-Levine_seed-42 lda num-2 run0 5-20% 4 0.5430842 0.4772426 0.6791249 15883 53148 0.2988447
dataset_name-Levine_seed-42 lda num-2 run0 <1% 7 0.3411420 0.2323944 0.6666667 1728 53148 0.0325130
dataset_name-Levine_seed-42 lda num-2 run0 >20% 1 0.4694133 0.6437831 0.3693691 30923 53148 0.5818281
dataset_name-Levine_seed-42 random num-1 run0 1-5% 3 0.0243838 0.0146989 0.0701074 8020 191351 0.0419125
dataset_name-Levine_seed-42 random num-1 run0 5-20% 4 0.0713201 0.0768023 0.0669754 59767 191351 0.3123422
dataset_name-Levine_seed-42 random num-1 run0 <1% 7 0.0066541 0.0035012 0.0613108 4676 191351 0.0244368
dataset_name-Levine_seed-42 random num-1 run0 >20% 1 0.1208588 0.6201309 0.0669538 118888 191351 0.6213085
dataset_name-Levine_seed-42 random num-2 run0 1-5% 3 0.0322152 0.0202378 0.0661157 5315 74276 0.0715574
dataset_name-Levine_seed-42 random num-2 run0 5-20% 4 0.0755496 0.0835121 0.0675469 24326 74276 0.3275082
dataset_name-Levine_seed-42 random num-2 run0 <1% 7 0.0060434 0.0032096 0.0536398 2080 74276 0.0280037
dataset_name-Levine_seed-42 random num-2 run0 >20% 1 0.1183126 0.5629378 0.0661027 42555 74276 0.5729307
dataset_name-Samusik_seed-42 cyanno num-1 run0 1-5% 4 0.9554278 0.9671225 0.9439499 60632 755903 0.0802113
dataset_name-Samusik_seed-42 cyanno num-1 run0 5-20% 5 0.9520196 0.9403364 0.9658762 359721 755903 0.4758825
dataset_name-Samusik_seed-42 cyanno num-1 run0 <1% 15 0.5068421 0.9355828 0.3591837 42288 755903 0.0559437
dataset_name-Samusik_seed-42 cyanno num-1 run0 >20% 1 0.9042491 0.8916973 0.9171594 293262 755903 0.3879625
dataset_name-Samusik_seed-42 cyanno num-2 run0 1-5% 3 0.9694981 0.9753580 0.9637082 53651 760931 0.0705070
dataset_name-Samusik_seed-42 cyanno num-2 run0 5-20% 5 0.9547251 0.9436122 0.9647457 360913 760931 0.4743045
dataset_name-Samusik_seed-42 cyanno num-2 run0 <1% 16 0.5902148 0.9312943 0.3119843 48696 760931 0.0639953
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dataset_name-Samusik_seed-42 cyanno num-3 run0 1-5% 4 0.9458593 0.9668574 0.9265434 62140 757088 0.0820776
dataset_name-Samusik_seed-42 cyanno num-3 run0 5-20% 5 0.9535415 0.9382612 0.9634601 355588 757088 0.4696786
dataset_name-Samusik_seed-42 cyanno num-3 run0 <1% 15 0.7062742 0.9239130 0.4070927 41810 757088 0.0552248
dataset_name-Samusik_seed-42 cyanno num-3 run0 >20% 1 0.9086742 0.8981076 0.9194925 297550 757088 0.3930190
dataset_name-Samusik_seed-42 cyanno num-4 run0 1-5% 3 0.9766262 0.9769306 0.9763219 53786 758138 0.0709449
dataset_name-Samusik_seed-42 cyanno num-4 run0 5-20% 5 0.9540979 0.9400868 0.9602544 358972 758138 0.4734916
dataset_name-Samusik_seed-42 cyanno num-4 run0 <1% 16 0.6951237 0.9330788 0.4622390 49174 758138 0.0648615
dataset_name-Samusik_seed-42 cyanno num-4 run0 >20% 1 0.9074230 0.8951358 0.9200523 296206 758138 0.3907020
dataset_name-Samusik_seed-42 cyanno num-5 run0 1-5% 4 0.9438875 0.9686927 0.9205181 62165 764362 0.0813293
dataset_name-Samusik_seed-42 cyanno num-5 run0 5-20% 5 0.9565297 0.9442860 0.9689060 364155 764362 0.4764169
dataset_name-Samusik_seed-42 cyanno num-5 run0 <1% 15 0.5633656 0.9358094 0.3380192 42227 764362 0.0552448
dataset_name-Samusik_seed-42 cyanno num-5 run0 >20% 1 0.9048001 0.8880183 0.9222284 295815 764362 0.3870090
dataset_name-Samusik_seed-42 cygate num-1 run0 1-5% 4 0.7294167 0.6007930 0.9676563 60632 755903 0.0802113
dataset_name-Samusik_seed-42 cygate num-1 run0 5-20% 5 0.8138986 0.6965506 0.9794093 359721 755903 0.4758825
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dataset_name-Samusik_seed-42 cygate num-3 run0 1-5% 4 0.7254208 0.5973162 0.9769731 62140 757088 0.0820776
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dataset_name-Samusik_seed-42 cygate num-4 run0 1-5% 3 0.7816742 0.6428121 0.9912524 53786 758138 0.0709449
dataset_name-Samusik_seed-42 cygate num-4 run0 5-20% 5 0.8250733 0.7625876 0.9705569 358972 758138 0.4734916
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dataset_name-Samusik_seed-42 cygate num-4 run0 >20% 1 0.3980835 0.9906814 0.2490868 296206 758138 0.3907020
dataset_name-Samusik_seed-42 cygate num-5 run0 1-5% 4 0.7281865 0.5996797 0.9797157 62165 764362 0.0813293
dataset_name-Samusik_seed-42 cygate num-5 run0 5-20% 5 0.8228556 0.7194892 0.9810898 364155 764362 0.4764169
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dataset_name-Samusik_seed-42 cygate num-5 run0 >20% 1 0.3704649 0.9954311 0.2275814 295815 764362 0.3870090
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1-5% 4 0.8995105 0.8578692 0.9457659 60632 755903 0.0802113
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dataset_name-Samusik_seed-42 lda num-1 run0 1-5% 6 0.6954502 0.6096977 0.7814440 73820 574278 0.1285440
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dataset_name-Samusik_seed-42 lda num-3 run0 1-5% 6 0.6889270 0.6321416 0.7458223 66928 529381 0.1264269
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dataset_name-Samusik_seed-42 random num-3 run0 1-5% 4 0.0266752 0.0203745 0.0405328 62140 757088 0.0820776
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dataset_name-Samusik_seed-42 random num-5 run0 5-20% 5 0.0578668 0.0989695 0.0408864 364155 764362 0.4764169
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dataset_name-Transformed_seed-42 cyanno num-1 run0 1-5% 4 0.7264610 0.9260500 0.6338004 15200 165885 0.0916297
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dataset_name-Transformed_seed-42 cyanno num-3 run0 1-5% 4 0.8367668 0.9252555 0.8044411 14399 163357 0.0881444
dataset_name-Transformed_seed-42 cyanno num-3 run0 5-20% 2 0.8889324 0.8769179 0.9019782 40124 163357 0.2456216
dataset_name-Transformed_seed-42 cyanno num-3 run0 >20% 2 0.9333927 0.9331498 0.9336543 108834 163357 0.6662341
dataset_name-Transformed_seed-42 cyanno num-4 run0 1-5% 4 0.7946355 0.9396458 0.6952587 15049 163801 0.0918737
dataset_name-Transformed_seed-42 cyanno num-4 run0 5-20% 2 0.8726593 0.8888186 0.8572805 39895 163801 0.2435577
dataset_name-Transformed_seed-42 cyanno num-4 run0 >20% 2 0.9083328 0.8912911 0.9273341 108857 163801 0.6645686
dataset_name-Transformed_seed-42 cyanno num-5 run0 1-5% 4 0.8540740 0.9206420 0.8285844 14862 161138 0.0922315
dataset_name-Transformed_seed-42 cyanno num-5 run0 5-20% 2 0.8878237 0.8999452 0.8760903 40532 161138 0.2515360
dataset_name-Transformed_seed-42 cyanno num-5 run0 >20% 2 0.9232029 0.9124304 0.9344370 105744 161138 0.6562325
dataset_name-Transformed_seed-42 cygate num-1 run0 1-5% 4 0.7448909 0.7995702 0.7998529 15200 165885 0.0916297
dataset_name-Transformed_seed-42 cygate num-1 run0 5-20% 2 0.7699994 0.8015813 0.7683829 40097 165885 0.2417156
dataset_name-Transformed_seed-42 cygate num-1 run0 >20% 2 0.7285474 0.9152061 0.6120199 110588 165885 0.6666546
dataset_name-Transformed_seed-42 cygate num-2 run0 1-5% 4 0.7264065 0.7585419 0.7189349 14491 160829 0.0901019
dataset_name-Transformed_seed-42 cygate num-2 run0 5-20% 2 0.7449854 0.7639548 0.7277039 40003 160829 0.2487300
dataset_name-Transformed_seed-42 cygate num-2 run0 >20% 2 0.8530718 0.8514198 0.8548466 106335 160829 0.6611681
dataset_name-Transformed_seed-42 cygate num-3 run0 1-5% 4 0.7635698 0.7662721 0.8303391 14399 163357 0.0881444
dataset_name-Transformed_seed-42 cygate num-3 run0 5-20% 2 0.7862252 0.7855136 0.7906119 40124 163357 0.2456216
dataset_name-Transformed_seed-42 cygate num-3 run0 >20% 2 0.7442982 0.8891336 0.6555922 108834 163357 0.6662341
dataset_name-Transformed_seed-42 cygate num-4 run0 1-5% 4 0.7680826 0.8115665 0.7856265 15049 163801 0.0918737
dataset_name-Transformed_seed-42 cygate num-4 run0 5-20% 2 0.8065278 0.8176076 0.8057557 39895 163801 0.2435577
dataset_name-Transformed_seed-42 cygate num-4 run0 >20% 2 0.8006742 0.8956640 0.7240198 108857 163801 0.6645686
dataset_name-Transformed_seed-42 cygate num-5 run0 1-5% 4 0.7622566 0.7935570 0.7622017 14862 161138 0.0922315
dataset_name-Transformed_seed-42 cygate num-5 run0 5-20% 2 0.7617790 0.7580759 0.7822561 40532 161138 0.2515360
dataset_name-Transformed_seed-42 cygate num-5 run0 >20% 2 0.8294115 0.8811912 0.7900296 105744 161138 0.6562325
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1-5% 4 0.7302191 0.7882799 0.7109488 15200 165885 0.0916297
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5-20% 2 0.8235703 0.8131493 0.8357680 40097 165885 0.2417156
dataset_name-Transformed_seed-42 dgcytof num-1 run0 >20% 2 0.8833354 0.8811910 0.8856924 110588 165885 0.6666546
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1-5% 4 0.8029691 0.8533652 0.7860439 14491 160829 0.0901019
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5-20% 2 0.8389798 0.8572399 0.8223926 40003 160829 0.2487300
dataset_name-Transformed_seed-42 dgcytof num-2 run0 >20% 2 0.8938146 0.8828960 0.9086057 106335 160829 0.6611681
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1-5% 4 0.7887118 0.8974187 0.7679983 14399 163357 0.0881444
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5-20% 2 0.8237870 0.8477569 0.8094288 40124 163357 0.2456216
dataset_name-Transformed_seed-42 dgcytof num-3 run0 >20% 2 0.8674822 0.8665484 0.8789683 108834 163357 0.6662341
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1-5% 4 0.7235396 0.7449093 0.6924076 15049 163801 0.0918737
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5-20% 2 0.8153521 0.8178212 0.8236431 39895 163801 0.2435577
dataset_name-Transformed_seed-42 dgcytof num-4 run0 >20% 2 0.8858288 0.8783875 0.8946569 108857 163801 0.6645686
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1-5% 4 0.8020561 0.8452664 0.7598798 14862 161138 0.0922315
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5-20% 2 0.8469867 0.8430785 0.8521356 40532 161138 0.2515360
dataset_name-Transformed_seed-42 dgcytof num-5 run0 >20% 2 0.8981562 0.8954384 0.9011916 105744 161138 0.6562325
dataset_name-Transformed_seed-42 lda num-1 run0 1-5% 3 0.6823419 0.6691260 0.6604600 4667 62691 0.0744445
dataset_name-Transformed_seed-42 lda num-1 run0 5-20% 2 0.8285072 0.7423009 0.9411792 15058 62691 0.2401940
dataset_name-Transformed_seed-42 lda num-1 run0 <1% 1 0.3417722 0.2596154 0.5000000 54 62691 0.0008614
dataset_name-Transformed_seed-42 lda num-1 run0 >20% 2 0.8335865 0.8854193 0.7915413 42912 62691 0.6845002
dataset_name-Transformed_seed-42 lda num-2 run0 1-5% 2 0.6435427 0.7369037 0.5970588 6103 109307 0.0558336
dataset_name-Transformed_seed-42 lda num-2 run0 5-20% 2 0.7071669 0.7434724 0.6767791 23547 109307 0.2154208
dataset_name-Transformed_seed-42 lda num-2 run0 <1% 2 0.6690411 0.5863255 0.7806838 1249 109307 0.0114265
dataset_name-Transformed_seed-42 lda num-2 run0 >20% 2 0.8700611 0.8591692 0.8877918 78408 109307 0.7173191
dataset_name-Transformed_seed-42 lda num-3 run0 1-5% 2 0.8499783 0.7738307 0.9510023 3809 56914 0.0669255
dataset_name-Transformed_seed-42 lda num-3 run0 5-20% 2 0.8291740 0.7323131 0.9656742 15224 56914 0.2674913
dataset_name-Transformed_seed-42 lda num-3 run0 <1% 2 0.3106814 0.6305147 0.2926829 576 56914 0.0101205
dataset_name-Transformed_seed-42 lda num-3 run0 >20% 2 0.8078387 0.8879150 0.7417230 37305 56914 0.6554626
dataset_name-Transformed_seed-42 lda num-4 run0 1-5% 3 0.7626568 0.7472452 0.7045195 5880 92497 0.0635696
dataset_name-Transformed_seed-42 lda num-4 run0 5-20% 2 0.8025709 0.7304629 0.9001495 20070 92497 0.2169800
dataset_name-Transformed_seed-42 lda num-4 run0 <1% 1 0.4035088 0.3333333 0.5111111 90 92497 0.0009730
dataset_name-Transformed_seed-42 lda num-4 run0 >20% 2 0.8163535 0.8588206 0.7905738 66457 92497 0.7184774
dataset_name-Transformed_seed-42 lda num-5 run0 1-5% 2 0.7116570 0.7990908 0.6424195 7829 110391 0.0709206
dataset_name-Transformed_seed-42 lda num-5 run0 5-20% 2 0.5629407 0.7087831 0.4937061 23054 110391 0.2088395
dataset_name-Transformed_seed-42 lda num-5 run0 <1% 2 0.5981276 0.5989629 0.5981103 1440 110391 0.0130445
dataset_name-Transformed_seed-42 lda num-5 run0 >20% 2 0.8136590 0.8114439 0.8522593 78068 110391 0.7071953
dataset_name-Transformed_seed-42 random num-1 run0 1-5% 4 0.0372573 0.0217780 0.1304656 15200 165885 0.0916297
dataset_name-Transformed_seed-42 random num-1 run0 5-20% 2 0.1211211 0.1212983 0.1222704 40097 165885 0.2417156
dataset_name-Transformed_seed-42 random num-1 run0 >20% 2 0.1805875 0.3283528 0.1249157 110588 165885 0.6666546
dataset_name-Transformed_seed-42 random num-2 run0 1-5% 4 0.0353181 0.0205064 0.1268907 14491 160829 0.0901019
dataset_name-Transformed_seed-42 random num-2 run0 5-20% 2 0.1278654 0.1276232 0.1301333 40003 160829 0.2487300
dataset_name-Transformed_seed-42 random num-2 run0 >20% 2 0.1798739 0.3341725 0.1235906 106335 160829 0.6611681
dataset_name-Transformed_seed-42 random num-3 run0 1-5% 4 0.0338566 0.0197242 0.1242207 14399 163357 0.0881444
dataset_name-Transformed_seed-42 random num-3 run0 5-20% 2 0.1225252 0.1227337 0.1231232 40124 163357 0.2456216
dataset_name-Transformed_seed-42 random num-3 run0 >20% 2 0.1831496 0.3351869 0.1262825 108834 163357 0.6662341
dataset_name-Transformed_seed-42 random num-4 run0 1-5% 4 0.0368897 0.0215614 0.1289762 15049 163801 0.0918737
dataset_name-Transformed_seed-42 random num-4 run0 5-20% 2 0.1231976 0.1224217 0.1255190 39895 163801 0.2435577
dataset_name-Transformed_seed-42 random num-4 run0 >20% 2 0.1774096 0.3311697 0.1213500 108857 163801 0.6645686
dataset_name-Transformed_seed-42 random num-5 run0 1-5% 4 0.0344173 0.0201227 0.1242713 14862 161138 0.0922315
dataset_name-Transformed_seed-42 random num-5 run0 5-20% 2 0.1239172 0.1255472 0.1229151 40532 161138 0.2515360
dataset_name-Transformed_seed-42 random num-5 run0 >20% 2 0.1802886 0.3263988 0.1250149 105744 161138 0.6562325
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1-5% 2 0.8811800 0.9203337 0.8529916 563622 21044883 0.0267819
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5-20% 1 0.8971209 0.9644306 0.8385936 1282093 21044883 0.0609218
dataset_name-flowcyt_seed-42 cyanno num-1 run0 <1% 2 0.3812354 0.9151995 0.3510619 206371 21044883 0.0098062
dataset_name-flowcyt_seed-42 cyanno num-1 run0 >20% 1 0.9878626 0.9815480 0.9942590 18992797 21044883 0.9024900
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1-5% 2 0.9206518 0.9401578 0.9021544 555738 20254822 0.0274373
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5-20% 1 0.9249748 0.9538766 0.8977729 1243222 20254822 0.0613791
dataset_name-flowcyt_seed-42 cyanno num-2 run0 <1% 2 0.4022106 0.5668681 0.3593047 200902 20254822 0.0099187
dataset_name-flowcyt_seed-42 cyanno num-2 run0 >20% 1 0.9907879 0.9869656 0.9946399 18254960 20254822 0.9012649
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1-5% 2 0.9063443 0.9494653 0.8670580 570759 20817600 0.0274171
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5-20% 1 0.9196880 0.9641157 0.8791746 1277273 20817600 0.0613554
dataset_name-flowcyt_seed-42 cyanno num-3 run0 <1% 2 0.6211621 0.9378153 0.4650297 206095 20817600 0.0099000
dataset_name-flowcyt_seed-42 cyanno num-3 run0 >20% 1 0.9893221 0.9825621 0.9961758 18763473 20817600 0.9013274
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1-5% 2 0.8266625 0.9063594 0.7817334 542143 20273915 0.0267409
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5-20% 1 0.9137186 0.9272835 0.9005449 1263273 20273915 0.0623103
dataset_name-flowcyt_seed-42 cyanno num-4 run0 <1% 2 0.7229495 0.9040127 0.6071854 192798 20273915 0.0095097
dataset_name-flowcyt_seed-42 cyanno num-4 run0 >20% 1 0.9875847 0.9836591 0.9915417 18275701 20273915 0.9014392
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1-5% 2 0.8828486 0.9256890 0.8517257 554790 20668387 0.0268424
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5-20% 1 0.9260658 0.9383329 0.9141154 1240455 20668387 0.0600170
dataset_name-flowcyt_seed-42 cyanno num-5 run0 <1% 2 0.6883116 0.9390447 0.5549973 193877 20668387 0.0093804
dataset_name-flowcyt_seed-42 cyanno num-5 run0 >20% 1 0.9899586 0.9865215 0.9934197 18679265 20668387 0.9037602
dataset_name-flowcyt_seed-42 cygate num-1 run0 1-5% 2 0.6102383 0.4840310 0.8764692 563622 21044883 0.0267819
dataset_name-flowcyt_seed-42 cygate num-1 run0 5-20% 1 0.7779820 0.6992432 0.8767040 1282093 21044883 0.0609218
dataset_name-flowcyt_seed-42 cygate num-1 run0 <1% 2 0.0450642 0.0245427 0.4986305 206371 21044883 0.0098062
dataset_name-flowcyt_seed-42 cygate num-1 run0 >20% 1 0.5208614 0.9754386 0.3552886 18992797 21044883 0.9024900
dataset_name-flowcyt_seed-42 cygate num-2 run0 1-5% 2 0.5266601 0.3697433 0.9153281 555738 20254822 0.0274373
dataset_name-flowcyt_seed-42 cygate num-2 run0 5-20% 1 0.7001864 0.5900951 0.8607779 1243222 20254822 0.0613791
dataset_name-flowcyt_seed-42 cygate num-2 run0 <1% 2 0.1372323 0.0937487 0.5162288 200902 20254822 0.0099187
dataset_name-flowcyt_seed-42 cygate num-2 run0 >20% 1 0.8955229 0.9812667 0.8235596 18254960 20254822 0.9012649
dataset_name-flowcyt_seed-42 cygate num-3 run0 1-5% 2 0.5582889 0.3976012 0.9390167 570759 20817600 0.0274171
dataset_name-flowcyt_seed-42 cygate num-3 run0 5-20% 1 0.3928809 0.2509916 0.9038295 1277273 20817600 0.0613554
dataset_name-flowcyt_seed-42 cygate num-3 run0 <1% 2 0.0355352 0.0208362 0.2165449 206095 20817600 0.0099000
dataset_name-flowcyt_seed-42 cygate num-3 run0 >20% 1 0.8067977 0.9805099 0.6853734 18763473 20817600 0.9013274
dataset_name-flowcyt_seed-42 cygate num-4 run0 1-5% 2 0.5312102 0.3670175 0.9676920 542143 20273915 0.0267409
dataset_name-flowcyt_seed-42 cygate num-4 run0 5-20% 1 0.7432083 0.6285384 0.9090553 1263273 20273915 0.0623103
dataset_name-flowcyt_seed-42 cygate num-4 run0 <1% 2 0.0504226 0.0292738 0.6465872 192798 20273915 0.0095097
dataset_name-flowcyt_seed-42 cygate num-4 run0 >20% 1 0.7748478 0.9822848 0.6397473 18275701 20273915 0.9014392
dataset_name-flowcyt_seed-42 cygate num-5 run0 1-5% 2 0.5504430 0.3935386 0.9243723 554790 20668387 0.0268424
dataset_name-flowcyt_seed-42 cygate num-5 run0 5-20% 1 0.7022268 0.5706778 0.9125918 1240455 20668387 0.0600170
dataset_name-flowcyt_seed-42 cygate num-5 run0 <1% 2 0.2062297 0.1891572 0.5310819 193877 20668387 0.0093804
dataset_name-flowcyt_seed-42 cygate num-5 run0 >20% 1 0.8950703 0.9844341 0.8205807 18679265 20668387 0.9037602
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1-5% 2 0.3547900 0.3343042 0.4597334 563622 21044883 0.0267819
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5-20% 1 0.8201062 0.9462578 0.7236339 1282093 21044883 0.0609218
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 <1% 2 NA 0.0000000 0.0000000 206371 21044883 0.0098062
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 >20% 1 0.9774701 0.9610847 0.9944239 18992797 21044883 0.9024900
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1-5% 2 0.0046069 0.0071483 0.0016993 555738 20254822 0.0274373
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 5-20% 1 NA NA 0.0000000 1243222 20254822 0.0613791
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 <1% 2 NA NA 0.0000000 200902 20254822 0.0099187
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 >20% 1 0.9510641 0.9066942 1.0000000 18254960 20254822 0.9012649
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1-5% 2 0.0044650 0.0071483 0.0016232 570759 20817600 0.0274171
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5-20% 1 NA 0.0000000 0.0000000 1277273 20817600 0.0613554
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 <1% 2 NA NA 0.0000000 206095 20817600 0.0099000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 >20% 1 0.9510174 0.9066094 0.9999999 18763473 20817600 0.9013274
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1-5% 2 0.0044778 0.0071483 0.0016300 542143 20273915 0.0267409
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 5-20% 1 NA NA 0.0000000 1263273 20273915 0.0623103
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 <1% 2 NA NA 0.0000000 192798 20273915 0.0095097
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 >20% 1 0.9511577 0.9068644 1.0000000 18275701 20273915 0.9014392
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 1-5% 2 0.6205610 0.4709536 0.9420694 554790 20668387 0.0268424
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5-20% 1 0.8756502 0.8703247 0.8810412 1240455 20668387 0.0600170
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 <1% 2 0.3330225 0.7518557 0.1069391 193877 20668387 0.0093804
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 >20% 1 0.9767633 0.9891824 0.9646521 18679265 20668387 0.9037602
dataset_name-flowcyt_seed-42 lda num-1 run0 1-5% 3 0.6225412 0.6164734 0.7296885 1508985 20333767 0.0742108
dataset_name-flowcyt_seed-42 lda num-1 run0 <1% 2 0.5735600 0.4779566 0.7319691 192923 20333767 0.0094878
dataset_name-flowcyt_seed-42 lda num-1 run0 >20% 1 0.9591216 0.9747722 0.9439656 18631859 20333767 0.9163014
dataset_name-flowcyt_seed-42 lda num-2 run0 1-5% 2 0.5474785 0.4540670 0.7010494 513346 19937763 0.0257474
dataset_name-flowcyt_seed-42 lda num-2 run0 5-20% 1 0.7020241 0.5860630 0.8751938 1182209 19937763 0.0592950
dataset_name-flowcyt_seed-42 lda num-2 run0 <1% 2 0.4282924 0.3398819 0.7495931 195286 19937763 0.0097948
dataset_name-flowcyt_seed-42 lda num-2 run0 >20% 1 0.9528726 0.9784731 0.9285776 18046922 19937763 0.9051628
dataset_name-flowcyt_seed-42 lda num-3 run0 1-5% 2 0.5745961 0.4760912 0.7598927 546253 20554679 0.0265756
dataset_name-flowcyt_seed-42 lda num-3 run0 5-20% 1 0.6922488 0.5794550 0.8595680 1194799 20554679 0.0581278
dataset_name-flowcyt_seed-42 lda num-3 run0 <1% 2 0.5644402 0.5956946 0.5363116 203808 20554679 0.0099154
dataset_name-flowcyt_seed-42 lda num-3 run0 >20% 1 0.9521646 0.9770506 0.9285148 18609819 20554679 0.9053812
dataset_name-flowcyt_seed-42 lda num-4 run0 1-5% 2 0.5932649 0.4421912 0.9216917 517351 19931427 0.0259565
dataset_name-flowcyt_seed-42 lda num-4 run0 5-20% 1 0.7246570 0.6220331 0.8678334 1214051 19931427 0.0609114
dataset_name-flowcyt_seed-42 lda num-4 run0 <1% 2 0.5546385 0.4951974 0.6543305 181909 19931427 0.0091267
dataset_name-flowcyt_seed-42 lda num-4 run0 >20% 1 0.9536845 0.9835635 0.9255674 18018116 19931427 0.9040053
dataset_name-flowcyt_seed-42 lda num-5 run0 1-5% 2 0.5639256 0.4825696 0.7358285 506754 20343658 0.0249097
dataset_name-flowcyt_seed-42 lda num-5 run0 5-20% 1 0.6720323 0.5395374 0.8907831 1170149 20343658 0.0575191
dataset_name-flowcyt_seed-42 lda num-5 run0 <1% 2 0.5143026 0.4909860 0.5931267 182626 20343658 0.0089770
dataset_name-flowcyt_seed-42 lda num-5 run0 >20% 1 0.9511517 0.9790808 0.9247717 18484129 20343658 0.9085942
dataset_name-flowcyt_seed-42 random num-1 run0 1-5% 2 0.0246302 0.0133114 0.1655755 563622 21044883 0.0267819
dataset_name-flowcyt_seed-42 random num-1 run0 5-20% 1 0.0891454 0.0608291 0.1667843 1282093 21044883 0.0609218
dataset_name-flowcyt_seed-42 random num-1 run0 <1% 2 0.0093376 0.0049346 0.1667546 206371 21044883 0.0098062
dataset_name-flowcyt_seed-42 random num-1 run0 >20% 1 0.2814891 0.9022769 0.1667566 18992797 21044883 0.9024900
dataset_name-flowcyt_seed-42 random num-2 run0 1-5% 2 0.0251725 0.0136298 0.1654769 555738 20254822 0.0274373
dataset_name-flowcyt_seed-42 random num-2 run0 5-20% 1 0.0896424 0.0612910 0.1667980 1243222 20254822 0.0613791
dataset_name-flowcyt_seed-42 random num-2 run0 <1% 2 0.0094287 0.0049856 0.1663355 200902 20254822 0.0099187
dataset_name-flowcyt_seed-42 random num-2 run0 >20% 1 0.2814345 0.9010408 0.1667605 18254960 20254822 0.9012649
dataset_name-flowcyt_seed-42 random num-3 run0 1-5% 2 0.0251811 0.0136310 0.1656413 570759 20817600 0.0274171
dataset_name-flowcyt_seed-42 random num-3 run0 5-20% 1 0.0896189 0.0612687 0.1668007 1277273 20817600 0.0613554
dataset_name-flowcyt_seed-42 random num-3 run0 <1% 2 0.0094126 0.0049768 0.1663673 206095 20817600 0.0099000
dataset_name-flowcyt_seed-42 random num-3 run0 >20% 1 0.2814321 0.9011134 0.1667564 18763473 20817600 0.9013274
dataset_name-flowcyt_seed-42 random num-4 run0 1-5% 2 0.0246366 0.0133072 0.1658331 542143 20273915 0.0267409
dataset_name-flowcyt_seed-42 random num-4 run0 5-20% 1 0.0906453 0.0622293 0.1668214 1263273 20273915 0.0623103
dataset_name-flowcyt_seed-42 random num-4 run0 <1% 2 0.0090713 0.0047859 0.1659866 192798 20273915 0.0095097
dataset_name-flowcyt_seed-42 random num-4 run0 >20% 1 0.2814436 0.9012111 0.1667611 18275701 20273915 0.9014392
dataset_name-flowcyt_seed-42 random num-5 run0 1-5% 2 0.0246650 0.0133314 0.1654586 554790 20668387 0.0268424
dataset_name-flowcyt_seed-42 random num-5 run0 5-20% 1 0.0881883 0.0599379 0.1668106 1240455 20668387 0.0600170
dataset_name-flowcyt_seed-42 random num-5 run0 <1% 2 0.0089574 0.0047223 0.1663140 193877 20668387 0.0093804
dataset_name-flowcyt_seed-42 random num-5 run0 >20% 1 0.2815598 0.9035259 0.1667636 18679265 20668387 0.9037602

Dataset Context

dataset model crossvalidation run_id n_cells n_populations min_support median_support max_support imbalance_ratio support_entropy
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2828901 25 461 40753.0 682164 1479.748373 3.6539758
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2768169 25 406 40576.0 660160 1626.009852 3.6624334
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2830864 25 461 40513.0 679484 1473.934924 3.6565345
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2817387 25 461 38392.0 678706 1472.247288 3.6520901
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dataset_name-flowcyt_seed-42 cyanno num-1 run0 21044883 6 3575 281811.0 18992797 5312.670490 0.6127141
dataset_name-flowcyt_seed-42 cyanno num-2 run0 20254822 6 3541 277869.0 18254960 5155.312059 0.6192130
dataset_name-flowcyt_seed-42 cyanno num-3 run0 20817600 6 3552 285379.5 18763473 5282.509291 0.6189046
dataset_name-flowcyt_seed-42 cyanno num-4 run0 20273915 6 3421 271071.5 18275701 5342.210173 0.6160015
dataset_name-flowcyt_seed-42 cyanno num-5 run0 20668387 6 3493 277395.0 18679265 5347.628113 0.6067665
dataset_name-flowcyt_seed-42 cygate num-1 run0 21044883 6 3575 281811.0 18992797 5312.670490 0.6127141
dataset_name-flowcyt_seed-42 cygate num-2 run0 20254822 6 3541 277869.0 18254960 5155.312059 0.6192130
dataset_name-flowcyt_seed-42 cygate num-3 run0 20817600 6 3552 285379.5 18763473 5282.509291 0.6189046
dataset_name-flowcyt_seed-42 cygate num-4 run0 20273915 6 3421 271071.5 18275701 5342.210173 0.6160015
dataset_name-flowcyt_seed-42 cygate num-5 run0 20668387 6 3493 277395.0 18679265 5347.628113 0.6067665
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 21044883 6 3575 281811.0 18992797 5312.670490 0.6127141
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 20254822 6 3541 277869.0 18254960 5155.312059 0.6192130
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 20817600 6 3552 285379.5 18763473 5282.509291 0.6189046
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 20273915 6 3421 271071.5 18275701 5342.210173 0.6160015
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 20668387 6 3493 277395.0 18679265 5347.628113 0.6067665
dataset_name-flowcyt_seed-42 lda num-1 run0 20333767 6 3532 265360.5 18631859 5275.158267 0.5543348
dataset_name-flowcyt_seed-42 lda num-2 run0 19937763 6 3541 256673.0 18046922 5096.560858 0.5996596
dataset_name-flowcyt_seed-42 lda num-3 run0 20554679 6 3539 273126.5 18609819 5258.496468 0.6012049
dataset_name-flowcyt_seed-42 lda num-4 run0 19931427 6 3417 258675.5 18018116 5273.080480 0.6032416
dataset_name-flowcyt_seed-42 lda num-5 run0 20343658 6 3474 253377.0 18484129 5320.704951 0.5821327
dataset_name-flowcyt_seed-42 random num-1 run0 21044883 6 3575 281811.0 18992797 5312.670490 0.6127141
dataset_name-flowcyt_seed-42 random num-2 run0 20254822 6 3541 277869.0 18254960 5155.312059 0.6192130
dataset_name-flowcyt_seed-42 random num-3 run0 20817600 6 3552 285379.5 18763473 5282.509291 0.6189046
dataset_name-flowcyt_seed-42 random num-4 run0 20273915 6 3421 271071.5 18275701 5342.210173 0.6160015
dataset_name-flowcyt_seed-42 random num-5 run0 20668387 6 3493 277395.0 18679265 5347.628113 0.6067665

Dominant Errors (FNR)

dataset model crossvalidation run_id population_id population_name population tp fp fn tn tpr fpr fnr tnr
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1372 1957 5976 2819596 0.1867175 0.0006936 0.8132825 0.9993064
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13232 2058 27521 2786090 0.3246878 0.0007381 0.6753122 0.9992619
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3355 4123 4189 2817234 0.4447243 0.0014614 0.5552757 0.9985386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 406 2767763 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0 0 27419 2740750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 15 0 7448 2760706 0.0020099 0.0000000 0.9979901 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 83260 3424 114843 2566642 0.4202864 0.0013323 0.5797136 0.9986677
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2045 3169 5346 2806827 0.2766879 0.0011278 0.7233121 0.9988722
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 4 7480 2792574 0.0000000 0.0000014 1.0000000 0.9999986
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 460 55 7026 2792517 0.0614480 0.0000197 0.9385520 0.9999803
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 9627 10338 177071 2631865 0.0515646 0.0039126 0.9484354 0.9960874
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 25 Ungated Ungated 25223 12292 399721 2391665 0.0593561 0.0051132 0.9406439 0.9948868
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 961 18834 6583 2802523 0.1273860 0.0066755 0.8726140 0.9933245
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 25 Ungated Ungated 14436 19378 398707 2335648 0.0349419 0.0082284 0.9650581 0.9917716
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 4464 3278 49373 2711054 0.0829170 0.0012077 0.9170830 0.9987923
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 45 7175 361 2760588 0.1108374 0.0025923 0.8891626 0.9974077
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1797 9888 5620 2750864 0.2422812 0.0035816 0.7577188 0.9964184
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2710 3110 51045 2760522 0.0504139 0.0011253 0.9495861 0.9988747
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 56319 70164 354486 2319089 0.1370942 0.0293665 0.8629058 0.9706335
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 1512 11057 5974 2781515 0.2019770 0.0039594 0.7980230 0.9960406
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 705 964 6643 2820589 0.0959445 0.0003417 0.9040555 0.9996583
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 10206 3247 30547 2784901 0.2504356 0.0011646 0.7495644 0.9988354
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 2212 3160 5332 2818197 0.2932131 0.0011200 0.7067869 0.9988800
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 406 2767763 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 17 27 27402 2740723 0.0006200 0.0000099 0.9993800 0.9999901
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 125 71 7338 2760635 0.0167493 0.0000257 0.9832507 0.9999743
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 66448 1807 131655 2568259 0.3354215 0.0007031 0.6645785 0.9992969
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 3929 3915 23258 2786285 0.1445176 0.0014031 0.8554824 0.9985969
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 13 209 7467 2792369 0.0017380 0.0000748 0.9982620 0.9999252
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 813 297 6673 2792275 0.1086027 0.0001064 0.8913973 0.9998936
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 16 Debris Debris 0 0 3197 2380059 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 393 2382863 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 33 532 3977 2378714 0.0082294 0.0002236 0.9917706 0.9997764
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 100254 52331 269045 1961626 0.2714711 0.0259842 0.7285289 0.9740158
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 25739 23736 64755 2269026 0.2844277 0.0103526 0.7155723 0.9896474
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0 1 3481 2350990 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 16 Debris Debris 0 0 3213 2351259 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 6 61 24509 2329896 0.0002447 0.0000262 0.9997553 0.9999738
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 18396 7491 111031 2217554 0.1421342 0.0033667 0.8578658 0.9966333
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 3626 5036 19089 2326721 0.1596302 0.0021597 0.8403698 0.9978403
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 4 Basophil Basophil 0 0 2221 2530803 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 161559 2371465 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 16 Debris Debris 0 0 3262 2529762 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 6173 2526851 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 382 2532642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 4 Basophil Basophil 0 0 2200 2349265 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 136257 2215208 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 16 Debris Debris 0 0 3151 2348314 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 432 2351033 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 81 401 4782 2346201 0.0166564 0.0001709 0.9833436 0.9998291
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 4 Basophil Basophil 0 0 2076 2294904 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 16 Debris Debris 0 0 3196 2293784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 294 2296686 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 291 1299 5102 2290288 0.0539588 0.0005669 0.9460412 0.9994331
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 589 1432 3965 2290994 0.1293368 0.0006247 0.8706632 0.9993753
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 304 122970 7240 2698387 0.0402969 0.0435854 0.9597031 0.9564146
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2 B Cell (Memory) B Cell (Memory) 1601 118815 37600 2670885 0.0408408 0.0425906 0.9591592 0.9574094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2247 120239 51751 2654664 0.0416127 0.0433309 0.9583873 0.9566691
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 14 115855 392 2651908 0.0344828 0.0418587 0.9655172 0.9581413
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 542 112415 14326 2640886 0.0364541 0.0408292 0.9635459 0.9591708
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 4 Basophil Basophil 82 115612 2067 2650408 0.0381573 0.0417972 0.9618427 0.9582028
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2 B Cell (Memory) B Cell (Memory) 1560 110578 37158 2618873 0.0402913 0.0405129 0.9597087 0.9594871
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 308 130430 7083 2679566 0.0416723 0.0464164 0.9583277 0.9535836
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 312 123590 7174 2668982 0.0416778 0.0442567 0.9583222 0.9557433
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4307 120579 94433 2580739 0.0436196 0.0446371 0.9563804 0.9553629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 78857 7347 5840 1444913 0.9310483 0.0050590 0.0689517 0.9949410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 192823 4509 6533 1333092 0.9672295 0.0033710 0.0327705 0.9966290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 186814 1260 3444 1345439 0.9818983 0.0009356 0.0181017 0.9990644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200849 1717 414 1333977 0.9979430 0.0012855 0.0020570 0.9987145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 685073 2491 1327 848066 0.9980667 0.0029287 0.0019333 0.9970713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 67474 2521 4370 1282279 0.9391738 0.0019622 0.0608262 0.9980378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 179069 1171 3082 1173322 0.9830800 0.0009970 0.0169200 0.9990030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 199435 3396 2117 1151696 0.9894965 0.0029400 0.0105035 0.9970600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 2 CD19 CD19 128596 306 266 1227476 0.9979358 0.0002492 0.0020642 0.9997508
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 604463 1956 961 749264 0.9984127 0.0026038 0.0015873 0.9973962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 66596 2572 7008 1332290 0.9047878 0.0019268 0.0952122 0.9980732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 175254 1615 1979 1229618 0.9888339 0.0013117 0.0111661 0.9986883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 180958 5442 1697 1220369 0.9907093 0.0044395 0.0092907 0.9955605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 153814 672 480 1253500 0.9968891 0.0005358 0.0031109 0.9994642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 659628 2410 1613 744815 0.9975606 0.0032253 0.0024394 0.9967747
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 60713 2327 4703 1354168 0.9281063 0.0017155 0.0718937 0.9982845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 152824 1252 2713 1265122 0.9825572 0.0009886 0.0174428 0.9990114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 179557 3949 1292 1237113 0.9928559 0.0031820 0.0071441 0.9968180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176626 1223 407 1243655 0.9977010 0.0009824 0.0022990 0.9990176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 668533 1765 1430 750183 0.9978656 0.0023472 0.0021344 0.9976528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 63359 1671 3494 1336247 0.9477361 0.0012490 0.0522639 0.9987510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 189437 1668 2624 1211042 0.9863377 0.0013754 0.0136623 0.9986246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 183211 3037 1170 1217353 0.9936544 0.0024885 0.0063456 0.9975115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 203722 1028 926 1199095 0.9954752 0.0008566 0.0045248 0.9991434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 593802 1593 937 808439 0.9984245 0.0019666 0.0015755 0.9980334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 54436 35718 30261 1416542 0.6427146 0.0245948 0.3572854 0.9754052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 171161 10811 28195 1326790 0.8585696 0.0080824 0.1414304 0.9919176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 6 Ungated Ungated 168639 1137 21619 1345562 0.8863701 0.0008443 0.1136299 0.9991557
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 664528 23122 21872 827435 0.9681352 0.0271845 0.0318648 0.9728155
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7665 1681 1328029 0.9916477 0.0057386 0.0083523 0.9942614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 15575 30900 56269 1253900 0.2167892 0.0240504 0.7832108 0.9759496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 6 Ungated Ungated 117724 0 64427 1174493 0.6462989 0.0000000 0.3537011 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 154235 12835 47317 1142257 0.7652368 0.0111117 0.2347632 0.9888883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 574209 30896 31215 720324 0.9484411 0.0411278 0.0515589 0.9588722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 164628 18436 2183 1171397 0.9869133 0.0154946 0.0130867 0.9845054
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 85896 316 96759 1225495 0.4702636 0.0002578 0.5297364 0.9997422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 35716 85394 37888 1249468 0.4852454 0.0639722 0.5147546 0.9360278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 6 Ungated Ungated 96958 0 80275 1231233 0.5470652 0.0000000 0.4529348 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 632867 31659 28374 715566 0.9570898 0.0423688 0.0429102 0.9576312
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 148955 25474 5339 1228698 0.9653972 0.0203114 0.0346028 0.9796886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 6 Ungated Ungated 85876 1102 69661 1265272 0.5521259 0.0008702 0.4478741 0.9991298
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 51660 19460 13756 1337035 0.7897151 0.0143458 0.2102849 0.9856542
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 173380 8381 7469 1232681 0.9587004 0.0067531 0.0412996 0.9932469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 657296 7303 12667 744645 0.9810930 0.0097121 0.0189070 0.9902879
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174277 23242 2756 1221636 0.9844323 0.0186701 0.0155677 0.9813299
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 48303 15514 18550 1322404 0.7225255 0.0115956 0.2774745 0.9884044
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 6 Ungated Ungated 158874 987 33187 1211723 0.8272059 0.0008139 0.1727941 0.9991861
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 572503 16187 22236 793845 0.9626122 0.0199832 0.0373878 0.9800168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 180303 11446 4078 1208944 0.9778828 0.0093790 0.0221172 0.9906210
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 202449 15718 2199 1184405 0.9892547 0.0130970 0.0107453 0.9869030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 10719 6047 73978 1446213 0.1265570 0.0041639 0.8734430 0.9958361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 193313 1322 7950 1334372 0.9604994 0.0009897 0.0395006 0.9990103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 182830 10034 7428 1336665 0.9609583 0.0074508 0.0390417 0.9925492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 195254 55592 4102 1282009 0.9794237 0.0415610 0.0205763 0.9584390
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 679879 22873 6521 827684 0.9904997 0.0268918 0.0095003 0.9731082
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 47356 11682 24488 1273118 0.6591504 0.0090925 0.3408496 0.9909075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 189798 3181 11754 1151911 0.9416825 0.0027539 0.0583175 0.9972461
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 173242 5907 8909 1168586 0.9510900 0.0050294 0.0489100 0.9949706
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 126305 2190 2557 1225592 0.9801571 0.0017837 0.0198429 0.9982163
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 165968 5761 843 1184072 0.9949464 0.0048419 0.0050536 0.9951581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 63910 14860 9694 1320002 0.8682952 0.0111322 0.1317048 0.9888678
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 141823 311 12471 1253861 0.9191738 0.0002480 0.0808262 0.9997520
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 170049 1673 12606 1224138 0.9309846 0.0013648 0.0690154 0.9986352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 165340 14276 11893 1216957 0.9328962 0.0115949 0.0671038 0.9884051
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 156428 1889 3011 1247138 0.9811150 0.0015124 0.0188850 0.9984876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 59122 17139 6294 1339356 0.9037850 0.0126348 0.0962150 0.9873652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 164678 733 16171 1240329 0.9105829 0.0005906 0.0894171 0.9994094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 146306 12012 9231 1254362 0.9406508 0.0094853 0.0593492 0.9905147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 167585 670 9448 1244208 0.9466314 0.0005382 0.0533686 0.9994618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 171291 3013 1822 1245785 0.9894751 0.0024127 0.0105249 0.9975873
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 5147 4856 61706 1333062 0.0769898 0.0036295 0.9230102 0.9963705
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 181127 3171 10934 1209539 0.9430702 0.0026148 0.0569298 0.9973852
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 182474 50927 1907 1169463 0.9896573 0.0417301 0.0103427 0.9582699
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 160833 1500 1256 1241182 0.9922512 0.0012071 0.0077488 0.9987929
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 590252 14736 4487 795296 0.9924555 0.0181919 0.0075445 0.9818081
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 19172 20631 45801 1389126 0.2950764 0.0146344 0.7049236 0.9853656
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178602 2950 17289 1275889 0.9117417 0.0023068 0.0882583 0.9976932
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 167295 34146 15248 1258041 0.9164690 0.0264250 0.0835310 0.9735750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 173899 31002 11891 1257938 0.9359976 0.0240523 0.0640024 0.9759477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 657943 15646 14564 786577 0.9783437 0.0195033 0.0216563 0.9804967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 13115 23011 42776 1198552 0.2346532 0.0188373 0.7653468 0.9811627
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 116549 12365 36593 1111947 0.7610518 0.0109978 0.2389482 0.9890022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 135566 1982 28291 1111615 0.8273434 0.0017798 0.1726566 0.9982202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 2 CD19 CD19 115974 1691 9024 1150765 0.9278068 0.0014673 0.0721932 0.9985327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 168368 53105 10376 1045605 0.9419505 0.0483340 0.0580495 0.9516660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 13150 12176 40907 1270752 0.2432617 0.0094908 0.7567383 0.9905092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 105551 759 43044 1187631 0.7103267 0.0006387 0.2896733 0.9993613
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 123868 24484 45925 1142708 0.7295236 0.0209768 0.2704764 0.9790232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 126155 20307 28833 1161690 0.8139662 0.0171802 0.1860338 0.9828198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 137982 2443 15966 1180594 0.8962897 0.0020650 0.1037103 0.9979350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 17004 17851 35598 1295832 0.3232577 0.0135885 0.6767423 0.9864115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 104553 21864 44515 1195353 0.7013779 0.0179623 0.2986221 0.9820377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129356 2121 43039 1191769 0.7503466 0.0017765 0.2496534 0.9982235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 121788 19183 36126 1189188 0.7712299 0.0158751 0.2287701 0.9841249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 159172 4464 11547 1191102 0.9323625 0.0037338 0.0676375 0.9962662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 11428 12565 29892 1253096 0.2765731 0.0099276 0.7234269 0.9900724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 177063 2540 24425 1102953 0.8787769 0.0022976 0.1212231 0.9977024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 125876 18790 12661 1149654 0.9086093 0.0160812 0.0913907 0.9839188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 173136 37490 10829 1085526 0.9411355 0.0333833 0.0588645 0.9666167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 151592 3615 7200 1144574 0.9546577 0.0031484 0.0453423 0.9968516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 13955 240986 70742 1211274 0.1647638 0.1659386 0.8352362 0.8340614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 29123 227784 145860 1134190 0.1664333 0.1672455 0.8335667 0.8327545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 33377 193426 168175 961666 0.1655999 0.1674551 0.8344001 0.8325449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 30323 196486 151828 978007 0.1664718 0.1672943 0.8335282 0.8327057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 3 CD3+ CD3+ 10647 224398 54769 1132097 0.1627583 0.1654249 0.8372417 0.8345751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 111009 124968 558954 626980 0.1656942 0.1661923 0.8343058 0.8338077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 26025 211522 129512 1054852 0.1673235 0.1670296 0.8326765 0.8329704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 33852 198327 170796 1001796 0.1654157 0.1652556 0.8345843 0.8347444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 26914 206254 135175 1036428 0.1660446 0.1659749 0.8339554 0.8340251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 31930 202932 160131 1009778 0.1662493 0.1673376 0.8337507 0.8326624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 99091 135520 495648 674512 0.1666126 0.1673020 0.8333874 0.8326980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 11163 223695 55690 1114223 0.1669783 0.1671963 0.8330217 0.8328037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 3 CD3+ CD3+ 15924 1146 68773 1451114 0.1880114 0.0007891 0.8119886 0.9992109
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 6 Ungated Ungated 184321 6922 5937 1339777 0.9687950 0.0051400 0.0312050 0.9948600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5 CD8 CD8 197690 41291 1666 1296310 0.9916431 0.0308694 0.0083569 0.9691306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 2 CD19 CD19 173981 2418 1002 1359556 0.9942737 0.0017754 0.0057263 0.9982246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200138 2473 1125 1333221 0.9944103 0.0018515 0.0055897 0.9981485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 3 CD3+ CD3+ 6031 856 76850 1387304 0.0727670 0.0006166 0.9272330 0.9993834
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 6 Ungated Ungated 188575 6498 8105 1267863 0.9587909 0.0050990 0.0412091 0.9949010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 207541 2889 3060 1257551 0.9854702 0.0022921 0.0145298 0.9977079
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5 CD8 CD8 196378 41584 1814 1231265 0.9908473 0.0326700 0.0091527 0.9673300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 4 CD4 CD4 602428 36558 5145 826910 0.9915319 0.0423386 0.0084681 0.9576614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 3 CD3+ CD3+ 27227 1607 44617 1283193 0.3789739 0.0012508 0.6210261 0.9987492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 6 Ungated Ungated 170540 4985 11611 1169508 0.9362562 0.0042444 0.0637438 0.9957556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5 CD8 CD8 197684 15832 3868 1139260 0.9808089 0.0137063 0.0191911 0.9862937
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165755 4092 1056 1185741 0.9936695 0.0034391 0.0063305 0.9965609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 4 CD4 CD4 602303 34688 3121 716532 0.9948449 0.0461756 0.0051551 0.9538244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 3 CD3+ CD3+ 45119 6867 20297 1349628 0.6897242 0.0050623 0.3102758 0.9949377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 169990 2533 7043 1242345 0.9602165 0.0020347 0.0397835 0.9979653
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 6 Ungated Ungated 149596 8987 5941 1257387 0.9618033 0.0070966 0.0381967 0.9929034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5 CD8 CD8 178073 14030 2776 1227032 0.9846502 0.0113048 0.0153498 0.9886952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 2 CD19 CD19 171162 2345 1951 1246453 0.9887299 0.0018778 0.0112701 0.9981222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 3 CD3+ CD3+ 38627 3869 34977 1330993 0.5247948 0.0028984 0.4752052 0.9971016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 130508 4810 23786 1249362 0.8458398 0.0038352 0.1541602 0.9961648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 6 Ungated Ungated 162079 23511 15154 1207722 0.9144967 0.0190955 0.0855033 0.9809045
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5 CD8 CD8 178773 12005 3882 1213806 0.9787468 0.0097935 0.0212532 0.9902065
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 4 CD4 CD4 659428 31978 1813 715247 0.9972582 0.0427957 0.0027418 0.9572043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 3 CD3+ CD3+ 54375 29374 30322 1422886 0.6419944 0.0202264 0.3580056 0.9797736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 6 Ungated Ungated 167082 1288 23176 1345411 0.8781865 0.0009564 0.1218135 0.9990436
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 5 CD8 CD8 181815 16884 17541 1320717 0.9120117 0.0126226 0.0879883 0.9873774
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 4 CD4 CD4 656202 18659 30198 831898 0.9560052 0.0219374 0.0439948 0.9780626
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 198960 8074 2303 1327620 0.9885573 0.0060448 0.0114427 0.9939552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 3 CD3+ CD3+ 45826 10196 37055 1377964 0.5529132 0.0073450 0.4470868 0.9926550
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 6 Ungated Ungated 175896 2290 20784 1272071 0.8943258 0.0017970 0.1056742 0.9982030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 4 CD4 CD4 588131 17792 19442 845676 0.9680006 0.0206053 0.0319994 0.9793947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 5 CD8 CD8 192149 19049 6043 1253800 0.9695094 0.0149656 0.0304906 0.9850344
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 208697 8712 1904 1251728 0.9909592 0.0069119 0.0090408 0.9930881
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 3 CD3+ CD3+ 9124 8131 62720 1276669 0.1269974 0.0063286 0.8730026 0.9936714
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 6 Ungated Ungated 102357 3 79794 1174490 0.5619349 0.0000026 0.4380651 0.9999974
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 5 CD8 CD8 178216 17859 23336 1137233 0.8842185 0.0154611 0.1157815 0.9845389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 4 CD4 CD4 573702 29785 31722 721435 0.9476037 0.0396488 0.0523963 0.9603512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 2 CD19 CD19 126777 22215 2085 1205567 0.9838199 0.0180936 0.0161801 0.9819064
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 3 CD3+ CD3+ 26299 17824 39117 1338671 0.4020270 0.0131397 0.5979730 0.9868603
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 6 Ungated Ungated 79303 34 76234 1266340 0.5098658 0.0000268 0.4901342 0.9999732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 5 CD8 CD8 151184 16324 29665 1224738 0.8359681 0.0131533 0.1640319 0.9868467
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 4 CD4 CD4 648998 4003 20965 747945 0.9687072 0.0053235 0.0312928 0.9946765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 171772 25331 5261 1219547 0.9702824 0.0203482 0.0297176 0.9796518
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 5 CD8 CD8 78003 263 104652 1225548 0.4270510 0.0002146 0.5729490 0.9997854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 6 Ungated Ungated 99560 36 77673 1231197 0.5617464 0.0000292 0.4382536 0.9999708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 3 CD3+ CD3+ 52589 96362 21015 1238500 0.7144856 0.0721887 0.2855144 0.9278113
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 4 CD4 CD4 638598 7840 22643 739385 0.9657568 0.0104922 0.0342432 0.9895078
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149389 23585 4905 1230587 0.9682100 0.0188052 0.0317900 0.9811948
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 3 CD3+ CD3+ 29 7 84668 1452253 0.0003424 0.0000048 0.9996576 0.9999952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 6 Ungated Ungated 46216 48294 144042 1298405 0.2429123 0.0358610 0.7570877 0.9641390
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 4 CD4 CD4 494042 55218 192358 795339 0.7197582 0.0649198 0.2802418 0.9350802
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 2 CD19 CD19 139113 13680 35870 1348294 0.7950087 0.0100442 0.2049913 0.9899558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 181589 93898 19674 1241796 0.9022473 0.0702990 0.0977527 0.9297010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 3 CD3+ CD3+ 68 100 82813 1388060 0.0008205 0.0000720 0.9991795 0.9999280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 6 Ungated Ungated 81165 122241 115515 1152120 0.4126754 0.0959234 0.5873246 0.9040766
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 102671 19747 107930 1240693 0.4875143 0.0156668 0.5124857 0.9843332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5 CD8 CD8 103147 14889 95045 1257960 0.5204398 0.0116974 0.4795602 0.9883026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 2 CD19 CD19 143915 101517 31199 1194410 0.8218361 0.0783354 0.1781639 0.9216646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 5 CD8 CD8 21827 3750 179725 1151342 0.1082946 0.0032465 0.8917054 0.9967535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 6 Ungated Ungated 21951 19795 160200 1154698 0.1205099 0.0168541 0.8794901 0.9831459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 3 CD3+ CD3+ 25234 127938 46610 1156862 0.3512332 0.0995781 0.6487668 0.9004219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 140228 23261 26583 1166572 0.8406400 0.0195498 0.1593600 0.9804502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 4 CD4 CD4 551300 64052 54124 687168 0.9106015 0.0852640 0.0893985 0.9147360
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 3 CD3+ CD3+ 1713 2303 63703 1354192 0.0261863 0.0016978 0.9738137 0.9983022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 4 CD4 CD4 313730 64792 356233 687156 0.4682796 0.0861655 0.5317204 0.9138345
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 6 Ungated Ungated 92457 285606 63080 980768 0.5944373 0.2255305 0.4055627 0.7744695
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 2 CD19 CD19 107641 21261 65472 1227537 0.6217962 0.0170252 0.3782038 0.9829748
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 141708 9769 35325 1235109 0.8004609 0.0078474 0.1995391 0.9921526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 3 CD3+ CD3+ 5074 11760 68530 1323102 0.0689365 0.0088099 0.9310635 0.9911901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 6 Ungated Ungated 42798 9997 134435 1221236 0.2414787 0.0081195 0.7585213 0.9918805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 2 CD19 CD19 110149 10766 49290 1238261 0.6908536 0.0086195 0.3091464 0.9913805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 113789 15167 40505 1239005 0.7374817 0.0120932 0.2625183 0.9879068
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5 CD8 CD8 148452 55787 34203 1170024 0.8127453 0.0455103 0.1872547 0.9544897
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 3 CD3+ CD3+ 12381 23645 39226 1318882 0.2399093 0.0176123 0.7600907 0.9823877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5 CD8 CD8 120876 29967 22157 1221134 0.8450917 0.0239525 0.1549083 0.9760475
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178374 2469 17125 1196166 0.9124036 0.0020598 0.0875964 0.9979402
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 6 Ungated Ungated 168851 33203 12191 1179889 0.9326620 0.0273706 0.0673380 0.9726294
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 4 CD4 CD4 627893 24332 23080 718829 0.9645454 0.0327412 0.0354546 0.9672588
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 3 CD3+ CD3+ 10006 14953 51971 1304733 0.1614470 0.0113307 0.8385530 0.9886693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 5 CD8 CD8 116283 13445 32987 1218948 0.7790112 0.0109097 0.2209888 0.9890903
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 185107 3034 19757 1173765 0.9035604 0.0025782 0.0964396 0.9974218
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 6 Ungated Ungated 176306 51048 14152 1140157 0.9256949 0.0428541 0.0743051 0.9571459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 2 CD19 CD19 165790 7759 6896 1201218 0.9600662 0.0064178 0.0399338 0.9935822
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 3 CD3+ CD3+ 13957 37139 47105 1197197 0.2285710 0.0300882 0.7714290 0.9699118
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 5 CD8 CD8 117618 15789 51764 1110227 0.6943949 0.0140220 0.3056051 0.9859780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 137684 6033 25613 1126068 0.8431508 0.0053290 0.1568492 0.9946710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 6 Ungated Ungated 161851 55609 14765 1063173 0.9164006 0.0497049 0.0835994 0.9502951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 2 CD19 CD19 114991 1661 9392 1169354 0.9244913 0.0014184 0.0755087 0.9985816
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 3 CD3+ CD3+ 14466 16248 38199 1295789 0.2746796 0.0123838 0.7253204 0.9876162
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 6 Ungated Ungated 94718 17735 53603 1198646 0.6386014 0.0145801 0.3613986 0.9854199
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 127029 2685 45291 1189697 0.7371692 0.0022518 0.2628308 0.9977482
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 5 CD8 CD8 116216 18180 40584 1189722 0.7411735 0.0150509 0.2588265 0.9849491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 2 CD19 CD19 156869 4683 14132 1189018 0.9173572 0.0039231 0.0826428 0.9960769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 3 CD3+ CD3+ 12302 14661 47016 1274659 0.2073907 0.0113711 0.7926093 0.9886289
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 6 Ungated Ungated 118027 23114 48152 1159345 0.7102402 0.0195474 0.2897598 0.9804526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 107942 1911 39966 1198819 0.7297915 0.0015915 0.2702085 0.9984085
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 2 CD19 CD19 140138 2571 13195 1192734 0.9139455 0.0021509 0.0860545 0.9978491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 5 CD8 CD8 152518 44152 13340 1138628 0.9195698 0.0373290 0.0804302 0.9626710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 5 CD8 CD8 32859 210272 165333 1062577 0.1657938 0.1651979 0.8342062 0.8348021
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 4 CD4 CD4 101300 144492 506273 718976 0.1667289 0.1673391 0.8332711 0.8326609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 2 CD19 CD19 29414 216519 145700 1079408 0.1679706 0.1670765 0.8320294 0.8329235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 2 CD19 CD19 21486 205317 107376 1022465 0.1667365 0.1672259 0.8332635 0.8327741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 5 CD8 CD8 33786 193023 167766 962069 0.1676292 0.1671062 0.8323708 0.8328938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 6 Ungated Ungated 25564 209481 129973 1056893 0.1643596 0.1654180 0.8356404 0.8345820
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29420 208301 147613 1036577 0.1661837 0.1673264 0.8338163 0.8326736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 4 CD4 CD4 111750 125797 558213 626151 0.1668003 0.1672948 0.8331997 0.8327052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 4 CD4 CD4 110140 125092 551101 622133 0.1665656 0.1674087 0.8334344 0.8325913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 5 CD8 CD8 30583 205143 152072 1020668 0.1674359 0.1673529 0.8325641 0.8326471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 2 CD19 CD19 26728 208731 132711 1040296 0.1676378 0.1671149 0.8323622 0.8328851
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD3+ CD3+ 72438 9350 12259 1442910 0.8552605 0.0064382 0.1447395 0.9935618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD8 CD8 190312 6757 9044 1330844 0.9546339 0.0050516 0.0453661 0.9949484
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 6 Ungated Ungated 186350 2555 3908 1344144 0.9794595 0.0018972 0.0205405 0.9981028
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200305 2051 958 1333643 0.9952401 0.0015355 0.0047599 0.9984645
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD4 CD4 684351 6418 2049 844139 0.9970149 0.0075456 0.0029851 0.9924544
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD3+ CD3+ 65960 6329 16921 1381831 0.7958398 0.0045593 0.2041602 0.9954407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD8 CD8 193820 10545 4372 1262304 0.9779406 0.0082846 0.0220594 0.9917154
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 6 Ungated Ungated 192634 2142 4046 1272219 0.9794285 0.0016808 0.0205715 0.9983192
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209139 1827 1462 1258613 0.9930580 0.0014495 0.0069420 0.9985505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD4 CD4 604528 7742 3045 855726 0.9949883 0.0089662 0.0050117 0.9910338
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 3 CD3+ CD3+ 49669 4552 22175 1280248 0.6913451 0.0035430 0.3086549 0.9964570
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 6 Ungated Ungated 178119 2395 4032 1172098 0.9778645 0.0020392 0.0221355 0.9979608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5 CD8 CD8 197367 7850 4185 1147242 0.9792361 0.0067960 0.0207639 0.9932040
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 2 CD19 CD19 128438 703 424 1227079 0.9967097 0.0005726 0.0032903 0.9994274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166301 2127 510 1187706 0.9969426 0.0017876 0.0030574 0.9982124
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 3 CD3+ CD3+ 55903 4627 9513 1351868 0.8545769 0.0034110 0.1454231 0.9965890
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 6 Ungated Ungated 152209 2414 3328 1263960 0.9786032 0.0019062 0.0213968 0.9980938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5 CD8 CD8 178469 7677 2380 1233385 0.9868398 0.0061858 0.0131602 0.9938142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 4 CD4 CD4 666454 2716 3509 749232 0.9947624 0.0036120 0.0052376 0.9963880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176206 1633 827 1243245 0.9953286 0.0013118 0.0046714 0.9986882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 3 CD3+ CD3+ 60773 4101 12831 1330761 0.8256752 0.0030722 0.1743248 0.9969278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 6 Ungated Ungated 174229 2911 3004 1228322 0.9830506 0.0023643 0.0169494 0.9976357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 5 CD8 CD8 179917 9246 2738 1216565 0.9850100 0.0075428 0.0149900 0.9924572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 152576 979 1718 1253193 0.9888654 0.0007806 0.0111346 0.9992194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 4 CD4 CD4 658924 4687 2317 742538 0.9964960 0.0062725 0.0035040 0.9937275
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD3+ CD3+ 57751 27329 26946 1424931 0.6818541 0.0188183 0.3181459 0.9811817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 6 Ungated Ungated 172676 1327 17582 1345372 0.9075886 0.0009854 0.0924114 0.9990146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD8 CD8 180979 7207 18377 1330394 0.9078182 0.0053880 0.0921818 0.9946120
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD4 CD4 660084 16623 26316 833934 0.9616608 0.0195437 0.0383392 0.9804563
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199915 8163 1348 1327531 0.9933023 0.0061114 0.0066977 0.9938886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD8 CD8 99945 530 98247 1272319 0.5042837 0.0004164 0.4957163 0.9995836
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD3+ CD3+ 42979 84608 39902 1303552 0.5185628 0.0609497 0.4814372 0.9390503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 6 Ungated Ungated 128213 0 68467 1274361 0.6518863 0.0000000 0.3481137 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD4 CD4 546136 21098 61437 842370 0.8988813 0.0244340 0.1011187 0.9755660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD19 CD19 173578 20407 1536 1275520 0.9912286 0.0157470 0.0087714 0.9842530
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 3 CD3+ CD3+ 18580 20529 53264 1264271 0.2586159 0.0159784 0.7413841 0.9840216
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 6 Ungated Ungated 118414 0 63737 1174493 0.6500870 0.0000000 0.3499130 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5 CD8 CD8 161294 11980 40258 1143112 0.8002600 0.0103715 0.1997400 0.9896285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 4 CD4 CD4 573000 26930 32424 724290 0.9464441 0.0358484 0.0535559 0.9641516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164279 16382 2532 1173451 0.9848211 0.0137683 0.0151789 0.9862317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 6 Ungated Ungated 84075 972 71462 1265402 0.5405466 0.0007675 0.4594534 0.9992325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 3 CD3+ CD3+ 51100 15920 14316 1340575 0.7811545 0.0117361 0.2188455 0.9882639
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5 CD8 CD8 173972 8977 6877 1232085 0.9619738 0.0072333 0.0380262 0.9927667
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 4 CD4 CD4 657977 6362 11986 745586 0.9821095 0.0084607 0.0178905 0.9915393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 2 CD19 CD19 172064 26268 1049 1222530 0.9939404 0.0210346 0.0060596 0.9789654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5 CD8 CD8 100140 298 82515 1225513 0.5482467 0.0002431 0.4517533 0.9997569
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 6 Ungated Ungated 99011 0 78222 1231233 0.5586488 0.0000000 0.4413512 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 3 CD3+ CD3+ 51725 73437 21879 1261425 0.7027471 0.0550147 0.2972529 0.9449853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149099 23833 5195 1230339 0.9663305 0.0190030 0.0336695 0.9809970
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 4 CD4 CD4 640716 4839 20525 742386 0.9689599 0.0064760 0.0310401 0.9935240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0 0 201263 1335694 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD3+ CD3+ 0 3 84697 1452257 0.0000000 0.0000021 1.0000000 0.9999979
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD8 CD8 0 11 199356 1337590 0.0000000 0.0000082 1.0000000 0.9999918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 6 Ungated Ungated 1 0 190257 1346699 0.0000053 0.0000000 0.9999947 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD19 CD19 1 4 174982 1361970 0.0000057 0.0000029 0.9999943 0.9999971
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 3 CD3+ CD3+ 4470 3090 78411 1385070 0.0539327 0.0022260 0.9460673 0.9977740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 Ungated Ungated 169123 42924 27557 1231437 0.8598892 0.0336828 0.1401108 0.9663172
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD19 CD19 162631 5820 12483 1290107 0.9287150 0.0044910 0.0712850 0.9955090
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD8 CD8 185128 44150 13064 1228699 0.9340841 0.0346860 0.0659159 0.9653140
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 200985 11834 9616 1248606 0.9543402 0.0093888 0.0456598 0.9906112
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 3 CD3+ CD3+ 22227 34447 49617 1250353 0.3093787 0.0268112 0.6906213 0.9731888
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 6 Ungated Ungated 141818 23756 40333 1150737 0.7785738 0.0202266 0.2214262 0.9797734
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5 CD8 CD8 170241 27409 31311 1127683 0.8446505 0.0237288 0.1553495 0.9762712
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 150518 5512 16293 1184321 0.9023266 0.0046326 0.0976734 0.9953674
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 2 CD19 CD19 123799 6794 5063 1220988 0.9607099 0.0055336 0.0392901 0.9944664
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 3 CD3+ CD3+ 2834 2419 62582 1354076 0.0433227 0.0017833 0.9566773 0.9982167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 6 Ungated Ungated 113394 26889 42143 1239485 0.7290484 0.0212331 0.2709516 0.9787669
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 144295 1397 32738 1243481 0.8150740 0.0011222 0.1849260 0.9988778
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 4 CD4 CD4 648087 50619 21876 701329 0.9673475 0.0673172 0.0326525 0.9326828
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5 CD8 CD8 177717 59784 3132 1181278 0.9826817 0.0481716 0.0173183 0.9518284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 3 CD3+ CD3+ 2412 737 71192 1334125 0.0327700 0.0005521 0.9672300 0.9994479
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 120561 1172 33733 1253000 0.7813719 0.0009345 0.2186281 0.9990655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 6 Ungated Ungated 139583 34885 37650 1196348 0.7875678 0.0283334 0.2124322 0.9716666
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5 CD8 CD8 164601 37337 18054 1188474 0.9011579 0.0304590 0.0988421 0.9695410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 2 CD19 CD19 154089 9566 5350 1239461 0.9664448 0.0076588 0.0335552 0.9923412
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 3 CD3+ CD3+ 21705 24834 48805 1392134 0.3078287 0.0175262 0.6921713 0.9824738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 5 CD8 CD8 170310 37854 19116 1260198 0.8990846 0.0291622 0.1009154 0.9708378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 176354 1974 19004 1290146 0.9027222 0.0015277 0.0972778 0.9984723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 6 Ungated Ungated 175159 34645 11206 1266468 0.9398707 0.0266272 0.0601293 0.9733728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 4 CD4 CD4 657081 14448 15567 800382 0.9768571 0.0177313 0.0231429 0.9822687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 3 CD3+ CD3+ 9216 12613 48811 1307853 0.1588226 0.0095519 0.8411774 0.9904481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 5 CD8 CD8 129710 18155 24393 1206235 0.8417098 0.0148278 0.1582902 0.9851722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 186367 1363 19548 1171215 0.9050676 0.0011624 0.0949324 0.9988376
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 6 Ungated Ungated 175306 53169 14725 1135293 0.9225126 0.0447377 0.0774874 0.9552623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 2 CD19 CD19 166586 4955 4830 1202122 0.9718229 0.0041050 0.0281771 0.9958950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 3 CD3+ CD3+ 14972 29131 43230 1198773 0.2572420 0.0237242 0.7427580 0.9762758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 5 CD8 CD8 118419 12851 40539 1114297 0.7449704 0.0114013 0.2550296 0.9885987
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136519 2338 27395 1119854 0.8328697 0.0020834 0.1671303 0.9979166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 2 CD19 CD19 116000 1612 9053 1159441 0.9276067 0.0013884 0.0723933 0.9986116
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 6 Ungated Ungated 168332 53919 10626 1053229 0.9406229 0.0487008 0.0593771 0.9512992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 3 CD3+ CD3+ 18283 20351 35278 1294127 0.3413491 0.0154822 0.6586509 0.9845178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 6 Ungated Ungated 102079 20907 46768 1198285 0.6857982 0.0171482 0.3142018 0.9828518
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 128833 1715 43388 1194103 0.7480679 0.0014342 0.2519321 0.9985658
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5 CD8 CD8 119887 19231 38892 1190029 0.7550558 0.0159031 0.2449442 0.9840969
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 2 CD19 CD19 159229 4460 11478 1192872 0.9327620 0.0037249 0.0672380 0.9962751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 3 CD3+ CD3+ 14462 13640 41510 1274267 0.2583792 0.0105908 0.7416208 0.9894092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105744 1616 43463 1193056 0.7087067 0.0013527 0.2912933 0.9986473
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 6 Ungated Ungated 124727 24522 45377 1149253 0.7332397 0.0208916 0.2667603 0.9791084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5 CD8 CD8 137769 21841 21323 1162946 0.8659706 0.0184345 0.1340294 0.9815655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 2 CD19 CD19 138059 2232 15678 1187910 0.8980206 0.0018754 0.1019794 0.9981246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 4 CD4 CD4 113419 140602 572981 709955 0.1652375 0.1653058 0.8347625 0.8346942
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 6 Ungated Ungated 31674 225453 158584 1121246 0.1664792 0.1674116 0.8335208 0.8325884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 4 CD4 CD4 100434 142697 507139 720771 0.1653036 0.1652603 0.8346964 0.8347397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 2 CD19 CD19 29227 216565 145887 1079362 0.1669027 0.1671120 0.8330973 0.8328880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5 CD8 CD8 33311 212622 164881 1060227 0.1680744 0.1670442 0.8319256 0.8329558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 4 CD4 CD4 100107 124010 505317 627210 0.1653502 0.1650781 0.8346498 0.8349219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 4 CD4 CD4 109298 123504 551943 623721 0.1652922 0.1652835 0.8347078 0.8347165
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 2 CD19 CD19 26585 208647 132854 1040380 0.1667409 0.1670476 0.8332591 0.8329524
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD3+ CD3+ 78426 8581 6271 1443679 0.9259596 0.0059087 0.0740404 0.9940913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD8 CD8 191925 4630 7431 1332971 0.9627250 0.0034614 0.0372750 0.9965386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 6 Ungated Ungated 186611 1348 3647 1345351 0.9808313 0.0010010 0.0191687 0.9989990
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD4 CD4 684702 2864 1698 847693 0.9975262 0.0033672 0.0024738 0.9966328
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200806 1825 457 1333869 0.9977293 0.0013663 0.0022707 0.9986337
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD3+ CD3+ 73341 3582 9540 1384578 0.8848952 0.0025804 0.1151048 0.9974196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 6 Ungated Ungated 193522 2186 3158 1272175 0.9839435 0.0017154 0.0160565 0.9982846
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD8 CD8 195371 7145 2821 1265704 0.9857663 0.0056134 0.0142337 0.9943866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD4 CD4 605641 3237 1932 860231 0.9968201 0.0037488 0.0031799 0.9962512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209988 1673 613 1258767 0.9970893 0.0013273 0.0029107 0.9986727
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 3 CD3+ CD3+ 66400 4065 5444 1280735 0.9242247 0.0031639 0.0757753 0.9968361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 6 Ungated Ungated 178672 1266 3479 1173227 0.9809005 0.0010779 0.0190995 0.9989221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5 CD8 CD8 197882 3984 3670 1151108 0.9817913 0.0034491 0.0182087 0.9965509
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166472 1830 339 1188003 0.9979678 0.0015380 0.0020322 0.9984620
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 2 CD19 CD19 128612 382 250 1227400 0.9980599 0.0003111 0.0019401 0.9996889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 3 CD3+ CD3+ 58833 3283 6583 1353212 0.8993671 0.0024202 0.1006329 0.9975798
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 6 Ungated Ungated 152416 1318 3121 1265056 0.9799340 0.0010408 0.0200660 0.9989592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5 CD8 CD8 178913 5426 1936 1235636 0.9892949 0.0043721 0.0107051 0.9956279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 4 CD4 CD4 668084 2218 1879 749730 0.9971954 0.0029497 0.0028046 0.9970503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176647 1512 386 1243366 0.9978196 0.0012146 0.0021804 0.9987854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 3 CD3+ CD3+ 65293 3430 8311 1331432 0.8870849 0.0025696 0.1129151 0.9974304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5 CD8 CD8 180344 6671 2311 1219140 0.9873477 0.0054421 0.0126523 0.9945579
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 6 Ungated Ungated 175075 1870 2158 1229363 0.9878239 0.0015188 0.0121761 0.9984812
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153685 750 609 1253422 0.9960530 0.0005980 0.0039470 0.9994020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 4 CD4 CD4 659326 2582 1915 744643 0.9971039 0.0034555 0.0028961 0.9965445
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD3+ CD3+ 53814 32090 30883 1420170 0.6353708 0.0220966 0.3646292 0.9779034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD8 CD8 174864 11292 24492 1326309 0.8771444 0.0084420 0.1228556 0.9915580
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 6 Ungated Ungated 169256 1263 21002 1345436 0.8896131 0.0009378 0.1103869 0.9990622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD4 CD4 664382 22961 22018 827596 0.9679225 0.0269953 0.0320775 0.9730047
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7426 1681 1328268 0.9916477 0.0055597 0.0083523 0.9944403
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD8 CD8 84224 410 113968 1272439 0.4249617 0.0003221 0.5750383 0.9996779
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD3+ CD3+ 45843 99999 37038 1288161 0.5531183 0.0720371 0.4468817 0.9279629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 6 Ungated Ungated 127992 0 68688 1274361 0.6507627 0.0000000 0.3492373 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD4 CD4 551722 18036 55851 845432 0.9080752 0.0208879 0.0919248 0.9791121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD19 CD19 173591 20399 1523 1275528 0.9913028 0.0157409 0.0086972 0.9842591
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 3 CD3+ CD3+ 15915 33773 55929 1251027 0.2215216 0.0262866 0.7784784 0.9737134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 6 Ungated Ungated 119035 0 63116 1174493 0.6534963 0.0000000 0.3465037 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5 CD8 CD8 151509 12860 50043 1142232 0.7517117 0.0111333 0.2482883 0.9888667
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 4 CD4 CD4 574351 30127 31073 721093 0.9486756 0.0401041 0.0513244 0.9598959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164624 17888 2187 1171945 0.9868894 0.0150340 0.0131106 0.9849660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 6 Ungated Ungated 85911 1101 69626 1265273 0.5523509 0.0008694 0.4476491 0.9991306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 3 CD3+ CD3+ 51710 18905 13706 1337590 0.7904794 0.0139367 0.2095206 0.9860633
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5 CD8 CD8 173345 8324 7504 1232738 0.9585068 0.0067072 0.0414932 0.9932928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173742 23267 3291 1221611 0.9814102 0.0186902 0.0185898 0.9813098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 4 CD4 CD4 657567 6969 12396 744979 0.9814975 0.0092679 0.0185025 0.9907321
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5 CD8 CD8 87834 831 94821 1224980 0.4808738 0.0006779 0.5191262 0.9993221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 3 CD3+ CD3+ 35716 81398 37888 1253464 0.4852454 0.0609786 0.5147546 0.9390214
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 6 Ungated Ungated 96958 0 80275 1231233 0.5470652 0.0000000 0.4529348 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 4 CD4 CD4 632867 31659 28374 715566 0.9570898 0.0423688 0.0429102 0.9576312
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 25474 5339 1228698 0.9653972 0.0203114 0.0346028 0.9796886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD3+ CD3+ 14492 7952 70205 1444308 0.1711041 0.0054756 0.8288959 0.9945244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 188917 936 12346 1334758 0.9386574 0.0007008 0.0613426 0.9992992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 Ungated Ungated 184597 25207 5661 1321492 0.9702457 0.0187176 0.0297543 0.9812824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD19 CD19 170491 3424 4492 1358550 0.9743289 0.0025140 0.0256711 0.9974860
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 4 CD4 CD4 671280 14949 15120 835608 0.9779720 0.0175755 0.0220280 0.9824245
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD3+ CD3+ 926 238 81955 1387922 0.0111726 0.0001714 0.9888274 0.9998286
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 189696 183 20905 1260257 0.9007365 0.0001452 0.0992635 0.9998548
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 Ungated Ungated 186529 27071 10151 1247290 0.9483882 0.0212428 0.0516118 0.9787572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD8 CD8 195599 53715 2593 1219134 0.9869167 0.0422006 0.0130833 0.9577994
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD4 CD4 601785 34922 5788 828546 0.9904736 0.0404439 0.0095264 0.9595561
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 3 CD3+ CD3+ 10556 9497 61288 1275303 0.1469295 0.0073918 0.8530705 0.9926082
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 6 Ungated Ungated 171593 18130 10558 1156363 0.9420371 0.0154364 0.0579629 0.9845636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 157909 864 8902 1188969 0.9466342 0.0007262 0.0533658 0.9992738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 4 CD4 CD4 589624 14478 15800 736742 0.9739026 0.0192726 0.0260974 0.9807274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5 CD8 CD8 198285 51162 3267 1103930 0.9837908 0.0442926 0.0162092 0.9557074
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 3 CD3+ CD3+ 41023 29032 24393 1327463 0.6271096 0.0214022 0.3728904 0.9785978
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5 CD8 CD8 157282 14603 23567 1226459 0.8696869 0.0117665 0.1303131 0.9882335
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 161925 277 15108 1244601 0.9146600 0.0002225 0.0853400 0.9997775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 6 Ungated Ungated 144258 17724 11279 1248650 0.9274835 0.0139959 0.0725165 0.9860041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 2 CD19 CD19 170615 3484 2498 1245314 0.9855701 0.0027899 0.0144299 0.9972101
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 3 CD3+ CD3+ 26417 9532 47187 1325330 0.3589071 0.0071408 0.6410929 0.9928592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 6 Ungated Ungated 147454 14269 29779 1216964 0.8319782 0.0115892 0.1680218 0.9884108
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 140781 2483 13513 1251689 0.9124204 0.0019798 0.0875796 0.9980202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5 CD8 CD8 176881 32898 5774 1192913 0.9683885 0.0268377 0.0316115 0.9731623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 2 CD19 CD19 154675 2339 4764 1246688 0.9701202 0.0018727 0.0298798 0.9981273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 3 CD3+ CD3+ 20163 21278 44701 1387722 0.3108504 0.0151015 0.6891496 0.9848985
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178565 2944 17366 1274989 0.9113668 0.0023037 0.0886332 0.9976963
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5 CD8 CD8 166582 33205 14641 1259436 0.9192100 0.0256877 0.0807900 0.9743123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 6 Ungated Ungated 173989 30851 11808 1257216 0.9364468 0.0239514 0.0635532 0.9760486
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 4 CD4 CD4 657358 15483 15637 785386 0.9767651 0.0193327 0.0232349 0.9806673
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 3 CD3+ CD3+ 13511 20773 51411 1308709 0.2081113 0.0156249 0.7918887 0.9843751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5 CD8 CD8 122343 17755 34662 1219644 0.7792300 0.0143486 0.2207700 0.9856514
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 186357 1490 20112 1186445 0.9025907 0.0012543 0.0974093 0.9987457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 6 Ungated Ungated 178841 47934 12844 1154785 0.9329942 0.0398547 0.0670058 0.9601453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 2 CD19 CD19 166654 4226 5536 1217988 0.9678495 0.0034577 0.0321505 0.9965423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 3 CD3+ CD3+ 13726 19088 38342 1195199 0.2636168 0.0157195 0.7363832 0.9842805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5 CD8 CD8 114658 11589 33351 1106757 0.7746691 0.0103626 0.2253309 0.9896374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136211 1997 27482 1100665 0.8321126 0.0018111 0.1678874 0.9981889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 2 CD19 CD19 115986 1693 8931 1139745 0.9285045 0.0014832 0.0714955 0.9985168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 6 Ungated Ungated 167872 51869 10494 1036120 0.9411659 0.0476742 0.0588341 0.9523258
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 3 CD3+ CD3+ 17301 18163 35148 1294537 0.3298633 0.0138364 0.6701367 0.9861636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 6 Ungated Ungated 105759 22399 43166 1193825 0.7101494 0.0184168 0.2898506 0.9815832
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129970 1979 42212 1190988 0.7548408 0.0016589 0.2451592 0.9983411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5 CD8 CD8 123429 19205 34012 1188503 0.7839699 0.0159020 0.2160301 0.9840980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 2 CD19 CD19 159548 4489 11111 1190001 0.9348936 0.0037581 0.0651064 0.9962419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 3 CD3+ CD3+ 12480 10968 40338 1270300 0.2362831 0.0085603 0.7637169 0.9914397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105159 824 43521 1184582 0.7072841 0.0006951 0.2927159 0.9993049
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 6 Ungated Ungated 121602 23478 48109 1140897 0.7165240 0.0201636 0.2834760 0.9798364
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5 CD8 CD8 121718 19366 31776 1161226 0.7929821 0.0164036 0.2070179 0.9835964
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 2 CD19 CD19 137728 2458 16347 1177553 0.8939023 0.0020830 0.1060977 0.9979170
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33276 220745 167987 1114949 0.1653359 0.1652661 0.8346641 0.8347339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5 CD8 CD8 33261 223606 166095 1113995 0.1668422 0.1671694 0.8331578 0.8328306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 6 Ungated Ungated 31910 224997 158348 1121702 0.1677196 0.1670730 0.8322804 0.8329270
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 6 Ungated Ungated 32394 210737 164286 1063624 0.1647041 0.1653668 0.8352959 0.8346332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 5 CD8 CD8 33310 190807 168242 964285 0.1652675 0.1651877 0.8347325 0.8348123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 2 CD19 CD19 21450 205191 107412 1022591 0.1664571 0.1671233 0.8335429 0.8328767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 6 Ungated Ungated 25785 211915 129752 1054459 0.1657805 0.1673400 0.8342195 0.8326600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 5 CD8 CD8 30159 202643 152496 1023168 0.1651146 0.1653134 0.8348854 0.8346866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 3 CD3+ CD3+ 68440 12367 16257 1439893 0.8080570 0.0085157 0.1919430 0.9914843
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5 CD8 CD8 188812 9386 10544 1328215 0.9471097 0.0070170 0.0528903 0.9929830
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 6 Ungated Ungated 185352 2185 4906 1344514 0.9742140 0.0016225 0.0257860 0.9983775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200079 2251 1184 1333443 0.9941172 0.0016853 0.0058828 0.9983147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 4 CD4 CD4 682943 8349 3457 842208 0.9949636 0.0098159 0.0050364 0.9901841
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 3 CD3+ CD3+ 60561 4746 22320 1383414 0.7306982 0.0034189 0.2693018 0.9965811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 6 Ungated Ungated 191943 3079 4737 1271282 0.9759152 0.0024161 0.0240848 0.9975839
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5 CD8 CD8 193763 12176 4429 1260673 0.9776530 0.0095659 0.0223470 0.9904341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 208890 1879 1711 1258561 0.9918756 0.0014907 0.0081244 0.9985093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 4 CD4 CD4 605527 11411 2046 852057 0.9966325 0.0132153 0.0033675 0.9867847
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 3 CD3+ CD3+ 44627 5094 27217 1279706 0.6211653 0.0039648 0.3788347 0.9960352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5 CD8 CD8 195584 8024 5968 1147068 0.9703898 0.0069466 0.0296102 0.9930534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 6 Ungated Ungated 177967 2986 4184 1171507 0.9770300 0.0025424 0.0229700 0.9974576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165383 2334 1428 1187499 0.9914394 0.0019616 0.0085606 0.9980384
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 4 CD4 CD4 603708 20017 1716 731203 0.9971656 0.0266460 0.0028344 0.9733540
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 3 CD3+ CD3+ 52186 4104 13230 1352391 0.7977559 0.0030254 0.2022441 0.9969746
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 6 Ungated Ungated 152040 3141 3497 1263233 0.9775166 0.0024803 0.0224834 0.9975197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5 CD8 CD8 179017 10400 1832 1230662 0.9898700 0.0083799 0.0101300 0.9916201
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 175387 1615 1646 1243263 0.9907023 0.0012973 0.0092977 0.9987027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 2 CD19 CD19 171713 1533 1400 1247265 0.9919128 0.0012276 0.0080872 0.9987724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 3 CD3+ CD3+ 59029 4776 14575 1330086 0.8019809 0.0035779 0.1980191 0.9964221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 6 Ungated Ungated 173506 2731 3727 1228502 0.9789712 0.0022181 0.0210288 0.9977819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5 CD8 CD8 180692 11054 1963 1214757 0.9892530 0.0090177 0.0107470 0.9909823
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 152873 1751 1421 1252421 0.9907903 0.0013961 0.0092097 0.9986039
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 4 CD4 CD4 656950 4245 4291 742980 0.9935107 0.0056810 0.0064893 0.9943190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 3 CD3+ CD3+ 55930 48380 28767 1403880 0.6603540 0.0333136 0.3396460 0.9666864
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5 CD8 CD8 159602 7674 39754 1329927 0.8005879 0.0057371 0.1994121 0.9942629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 6 Ungated Ungated 169106 1087 21152 1345612 0.8888246 0.0008072 0.1111754 0.9991928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 4 CD4 CD4 661845 22198 24555 828359 0.9642264 0.0260982 0.0357736 0.9739018
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199841 8245 1422 1327449 0.9929346 0.0061728 0.0070654 0.9938272
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5 CD8 CD8 100408 554 97784 1272295 0.5066198 0.0004352 0.4933802 0.9995648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 3 CD3+ CD3+ 42722 82829 40159 1305331 0.5154619 0.0596682 0.4845381 0.9403318
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 6 Ungated Ungated 129066 0 67614 1274361 0.6562233 0.0000000 0.3437767 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 4 CD4 CD4 555135 21140 52438 842328 0.9136927 0.0244827 0.0863073 0.9755173
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209454 19359 1147 1241081 0.9945537 0.0153589 0.0054463 0.9846411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 3 CD3+ CD3+ 34441 41461 37403 1243339 0.4793859 0.0322704 0.5206141 0.9677296
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 6 Ungated Ungated 105812 26 76339 1174467 0.5809027 0.0000221 0.4190973 0.9999779
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5 CD8 CD8 149814 10073 51738 1145019 0.7433020 0.0087205 0.2566980 0.9912795
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 4 CD4 CD4 583039 4829 22385 746391 0.9630259 0.0064282 0.0369741 0.9935718
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164604 17217 2207 1172616 0.9867695 0.0144701 0.0132305 0.9855299
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 3 CD3+ CD3+ 28326 12408 37090 1344087 0.4330133 0.0091471 0.5669867 0.9908529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 6 Ungated Ungated 79459 29 76078 1266345 0.5108688 0.0000229 0.4891312 0.9999771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5 CD8 CD8 159006 7896 21843 1233166 0.8792197 0.0063623 0.1207803 0.9936377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 4 CD4 CD4 647677 3836 22286 748112 0.9667355 0.0051014 0.0332645 0.9948986
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174394 18528 2639 1226350 0.9850932 0.0148834 0.0149068 0.9851166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 3 CD3+ CD3+ 35597 77819 38007 1257043 0.4836286 0.0582974 0.5163714 0.9417026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5 CD8 CD8 93331 383 89324 1225428 0.5109688 0.0003124 0.4890312 0.9996876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 6 Ungated Ungated 97491 0 79742 1231233 0.5500725 0.0000000 0.4499275 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 4 CD4 CD4 632688 31156 28553 716069 0.9568191 0.0416956 0.0431809 0.9583044
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 5339 1227819 0.9653972 0.0210123 0.0346028 0.9789877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 3 CD3+ CD3+ 1 10 84696 1452250 0.0000118 0.0000069 0.9999882 0.9999931
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 2 CD19 CD19 100601 2773 74382 1359201 0.5749187 0.0020360 0.4250813 0.9979640
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 170303 1433 30960 1334261 0.8461714 0.0010729 0.1538286 0.9989271
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 4 CD4 CD4 619813 29460 66587 821097 0.9029910 0.0346361 0.0970090 0.9653639
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5 CD8 CD8 184485 49751 14871 1287850 0.9254048 0.0371942 0.0745952 0.9628058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 3 CD3+ CD3+ 4263 8130 78618 1380030 0.0514352 0.0058567 0.9485648 0.9941433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 2 CD19 CD19 128007 5323 47107 1290604 0.7309924 0.0041075 0.2690076 0.9958925
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 184095 2517 26506 1257923 0.8741411 0.0019969 0.1258589 0.9980031
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5 CD8 CD8 174543 41270 23649 1231579 0.8806763 0.0324233 0.1193237 0.9675767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 6 Ungated Ungated 176804 113273 19876 1161088 0.8989424 0.0888861 0.1010576 0.9111139
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 3 CD3+ CD3+ 5685 11350 66159 1273450 0.0791298 0.0088341 0.9208702 0.9911659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 140252 5685 26559 1184148 0.8407839 0.0047780 0.1592161 0.9952220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5 CD8 CD8 171940 32468 29612 1122624 0.8530801 0.0281086 0.1469199 0.9718914
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 6 Ungated Ungated 155919 84415 26232 1090078 0.8559876 0.0718736 0.1440124 0.9281264
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 4 CD4 CD4 573564 34496 31860 716724 0.9473757 0.0459200 0.0526243 0.9540800
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 3 CD3+ CD3+ 4487 4396 60929 1352099 0.0685918 0.0032407 0.9314082 0.9967593
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 6 Ungated Ungated 104565 44600 50972 1221774 0.6722838 0.0352187 0.3277162 0.9647813
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 147804 5143 29229 1239735 0.8348952 0.0041313 0.1651048 0.9958687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 2 CD19 CD19 152688 5991 20425 1242807 0.8820135 0.0047974 0.1179865 0.9952026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 5 CD8 CD8 169805 46585 11044 1194477 0.9389325 0.0375364 0.0610675 0.9624636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 3 CD3+ CD3+ 33105 65315 40499 1269547 0.4497718 0.0489302 0.5502282 0.9510698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 6 Ungated Ungated 109216 15588 68017 1215645 0.6162284 0.0126605 0.3837716 0.9873395
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5 CD8 CD8 135195 27107 47460 1198704 0.7401659 0.0221135 0.2598341 0.9778865
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 124557 9608 29737 1244564 0.8072705 0.0076608 0.1927295 0.9923392
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 4 CD4 CD4 634842 80854 26399 666371 0.9600766 0.1082057 0.0399234 0.8917943
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 3 CD3+ CD3+ 20509 25848 50513 1392664 0.2887697 0.0182219 0.7112303 0.9817781
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5 CD8 CD8 167729 38409 22911 1260485 0.8798206 0.0295705 0.1201794 0.9704295
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 179074 2893 16433 1291134 0.9159467 0.0022357 0.0840533 0.9977643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 6 Ungated Ungated 173498 31884 11917 1272235 0.9357280 0.0244487 0.0642720 0.9755513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 4 CD4 CD4 659840 15777 13830 800087 0.9794707 0.0193378 0.0205293 0.9806622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 3 CD3+ CD3+ 13090 19008 51504 1307783 0.2026504 0.0143263 0.7973496 0.9856737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5 CD8 CD8 122419 18114 33424 1217428 0.7855277 0.0146608 0.2144723 0.9853392
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 184728 1089 21563 1184005 0.8954729 0.0009189 0.1045271 0.9990811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 6 Ungated Ungated 179050 55681 12460 1144194 0.9349381 0.0464057 0.0650619 0.9535943
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 2 CD19 CD19 165351 4351 6688 1214995 0.9611251 0.0035683 0.0388749 0.9964317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 3 CD3+ CD3+ 13620 30587 46018 1199991 0.2283779 0.0248558 0.7716221 0.9751442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5 CD8 CD8 114241 12883 47804 1115288 0.7049955 0.0114194 0.2950045 0.9885806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135385 2603 28413 1123815 0.8265363 0.0023109 0.1734637 0.9976891
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 2 CD19 CD19 115095 1663 10077 1163381 0.9194948 0.0014274 0.0805052 0.9985726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 6 Ungated Ungated 167467 60892 10791 1051066 0.9394641 0.0547611 0.0605359 0.9452389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 3 CD3+ CD3+ 19089 20656 34616 1294040 0.3554418 0.0157116 0.6445582 0.9842884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 6 Ungated Ungated 104131 21736 45095 1197439 0.6978074 0.0178284 0.3021926 0.9821716
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 131982 2588 40560 1193271 0.7649268 0.0021641 0.2350732 0.9978359
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5 CD8 CD8 128502 19861 30849 1189189 0.8064085 0.0164269 0.1935915 0.9835731
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 2 CD19 CD19 158966 4431 11910 1193094 0.9303003 0.0037001 0.0696997 0.9962999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 3 CD3+ CD3+ 13677 13940 42728 1275223 0.2424785 0.0108132 0.7575215 0.9891868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 6 Ungated Ungated 117529 21763 52774 1153502 0.6901170 0.0185175 0.3098830 0.9814825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105817 1301 43807 1194643 0.7072194 0.0010878 0.2927806 0.9989122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5 CD8 CD8 128937 21938 30195 1164498 0.8102519 0.0184907 0.1897481 0.9815093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 2 CD19 CD19 136334 2464 18428 1188342 0.8809268 0.0020692 0.1190732 0.9979308
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33276 220745 167987 1114949 0.1653359 0.1652661 0.8346641 0.8347339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 2 CD19 CD19 28972 215206 146142 1080721 0.1654465 0.1660634 0.8345535 0.8339366
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 1 CD14 monocytes CD14 monocytes 34896 208235 175705 1052205 0.1656972 0.1652082 0.8343028 0.8347918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5 CD8 CD8 33100 212977 165092 1059872 0.1670098 0.1673231 0.8329902 0.8326769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 4 CD4 CD4 100107 124010 505317 627210 0.1653502 0.1650781 0.8346498 0.8349219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 2 CD19 CD19 29025 208896 144088 1039902 0.1676651 0.1672777 0.8323349 0.8327223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 5 CD8 CD8 30159 202643 152496 1023168 0.1651146 0.1653134 0.8348854 0.8346866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD3+ CD3+ 76420 7084 8277 1445176 0.9022752 0.0048779 0.0977248 0.9951221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD8 CD8 193101 5701 6255 1331900 0.9686240 0.0042621 0.0313760 0.9957379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 6 Ungated Ungated 186354 1485 3904 1345214 0.9794805 0.0011027 0.0205195 0.9988973
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200789 1999 474 1333695 0.9976449 0.0014966 0.0023551 0.9985034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD4 CD4 684808 3864 1592 846693 0.9976807 0.0045429 0.0023193 0.9954571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD3+ CD3+ 70743 4006 12138 1384154 0.8535491 0.0028858 0.1464509 0.9971142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD8 CD8 194872 8735 3320 1264114 0.9832486 0.0068626 0.0167514 0.9931374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 6 Ungated Ungated 193401 2608 3279 1271753 0.9833282 0.0020465 0.0166718 0.9979535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209629 1584 972 1258856 0.9953846 0.0012567 0.0046154 0.9987433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD4 CD4 605456 4344 2117 859124 0.9965156 0.0050309 0.0034844 0.9949691
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 3 CD3+ CD3+ 65188 4290 6656 1280510 0.9073548 0.0033390 0.0926452 0.9966610
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 6 Ungated Ungated 178502 1545 3649 1172948 0.9799672 0.0013155 0.0200328 0.9986845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5 CD8 CD8 197688 5016 3864 1150076 0.9808288 0.0043425 0.0191712 0.9956575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 2 CD19 CD19 128497 457 365 1227325 0.9971675 0.0003722 0.0028325 0.9996278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 4 CD4 CD4 604189 2709 1235 748511 0.9979601 0.0036061 0.0020399 0.9963939
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 3 CD3+ CD3+ 57953 3497 7463 1352998 0.8859148 0.0025780 0.1140852 0.9974220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 6 Ungated Ungated 152010 1350 3527 1265024 0.9773237 0.0010660 0.0226763 0.9989340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5 CD8 CD8 178920 5898 1929 1235164 0.9893336 0.0047524 0.0106664 0.9952476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 4 CD4 CD4 667806 2596 2157 749352 0.9967804 0.0034524 0.0032196 0.9965476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176611 1753 422 1243125 0.9976163 0.0014082 0.0023837 0.9985918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 3 CD3+ CD3+ 64734 4088 8870 1330774 0.8794902 0.0030625 0.1205098 0.9969375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5 CD8 CD8 179676 6585 2979 1219226 0.9836906 0.0053720 0.0163094 0.9946280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 6 Ungated Ungated 174677 1641 2556 1229592 0.9855783 0.0013328 0.0144217 0.9986672
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153636 887 658 1253285 0.9957354 0.0007072 0.0042646 0.9992928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 4 CD4 CD4 659523 3245 1718 743980 0.9974019 0.0043427 0.0025981 0.9956573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD3+ CD3+ 58842 28609 25855 1423651 0.6947354 0.0196996 0.3052646 0.9803004
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 6 Ungated Ungated 167899 1264 22359 1345435 0.8824806 0.0009386 0.1175194 0.9990614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD8 CD8 179623 12821 19733 1324780 0.9010163 0.0095851 0.0989837 0.9904149
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD4 CD4 663729 16896 22671 833661 0.9669712 0.0198646 0.0330288 0.9801354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199581 7688 1682 1328006 0.9916428 0.0057558 0.0083572 0.9942442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD8 CD8 89758 444 108434 1272405 0.4528841 0.0003488 0.5471159 0.9996512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD3+ CD3+ 45402 96002 37479 1292158 0.5477974 0.0691577 0.4522026 0.9308423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 6 Ungated Ungated 128421 0 68259 1274361 0.6529439 0.0000000 0.3470561 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD4 CD4 557146 18433 50427 845035 0.9170026 0.0213476 0.0829974 0.9786524
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD19 CD19 173498 20134 1616 1275793 0.9907717 0.0155364 0.0092283 0.9844636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 3 CD3+ CD3+ 14818 29177 57026 1255623 0.2062524 0.0227094 0.7937476 0.9772906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 6 Ungated Ungated 118757 0 63394 1174493 0.6519701 0.0000000 0.3480299 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5 CD8 CD8 153697 12293 47855 1142799 0.7625675 0.0106424 0.2374325 0.9893576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 4 CD4 CD4 573458 30370 31966 720850 0.9472006 0.0404276 0.0527994 0.9595724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 163764 20398 3047 1169435 0.9817338 0.0171436 0.0182662 0.9828564
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 6 Ungated Ungated 82217 1088 73320 1265286 0.5286009 0.0008591 0.4713991 0.9991409
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 3 CD3+ CD3+ 51857 17738 13559 1338757 0.7927266 0.0130763 0.2072734 0.9869237
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5 CD8 CD8 172805 11828 8044 1229234 0.9555209 0.0095305 0.0444791 0.9904695
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173999 23323 3034 1221555 0.9828620 0.0187352 0.0171380 0.9812648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 4 CD4 CD4 659303 7297 10660 744651 0.9840887 0.0097041 0.0159113 0.9902959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5 CD8 CD8 87018 350 95637 1225461 0.4764063 0.0002855 0.5235937 0.9997145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 3 CD3+ CD3+ 35661 83263 37943 1251599 0.4844981 0.0623757 0.5155019 0.9376243
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 6 Ungated Ungated 96669 0 80564 1231233 0.5454345 0.0000000 0.4545655 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 4 CD4 CD4 632688 31305 28553 715920 0.9568191 0.0418950 0.0431809 0.9581050
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 5339 1227819 0.9653972 0.0210123 0.0346028 0.9789877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD3+ CD3+ 17653 25230 67044 1427030 0.2084253 0.0173729 0.7915747 0.9826271
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 Ungated Ungated 173885 23803 16373 1322896 0.9139432 0.0176751 0.0860568 0.9823249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 189131 1598 12132 1334096 0.9397207 0.0011964 0.0602793 0.9988036
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD4 CD4 656399 10156 30001 840401 0.9562922 0.0119404 0.0437078 0.9880596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD19 CD19 169871 3818 5112 1358156 0.9707857 0.0028033 0.0292143 0.9971967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD3+ CD3+ 7030 6455 75851 1381705 0.0848204 0.0046500 0.9151796 0.9953500
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 Ungated Ungated 173707 23253 22973 1251108 0.8831961 0.0182468 0.1168039 0.9817532
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 200888 6696 9713 1253744 0.9538796 0.0053124 0.0461204 0.9946876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD8 CD8 189988 55163 8204 1217686 0.9586058 0.0433382 0.0413942 0.9566618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD4 CD4 593408 29304 14165 834164 0.9766859 0.0339376 0.0233141 0.9660624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5 CD8 CD8 23078 2857 178474 1152235 0.1145015 0.0024734 0.8854985 0.9975266
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 3 CD3+ CD3+ 42470 175092 29374 1109708 0.5911419 0.1362796 0.4088581 0.8637204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 6 Ungated Ungated 160651 25252 21500 1149241 0.8819661 0.0215003 0.1180339 0.9784997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 148641 640 18170 1189193 0.8910743 0.0005379 0.1089257 0.9994621
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 2 CD19 CD19 126518 8671 2344 1219111 0.9818100 0.0070623 0.0181900 0.9929377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 3 CD3+ CD3+ 24862 29049 40554 1327446 0.3800599 0.0214147 0.6199401 0.9785853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 6 Ungated Ungated 91802 4194 63735 1262180 0.5902261 0.0033118 0.4097739 0.9966882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5 CD8 CD8 153748 26192 27101 1214870 0.8501457 0.0211045 0.1498543 0.9788955
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 155205 8353 21828 1236525 0.8767010 0.0067099 0.1232990 0.9932901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 2 CD19 CD19 169030 5709 4083 1243089 0.9764142 0.0045716 0.0235858 0.9954284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 3 CD3+ CD3+ 25962 27108 47642 1307754 0.3527254 0.0203077 0.6472746 0.9796923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 6 Ungated Ungated 137415 13917 39818 1217316 0.7753353 0.0113033 0.2246647 0.9886967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 140903 4596 13391 1249576 0.9132111 0.0036646 0.0867889 0.9963354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5 CD8 CD8 168417 39789 14238 1186022 0.9220498 0.0324593 0.0779502 0.9675407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 4 CD4 CD4 640826 39106 20415 708119 0.9691262 0.0523350 0.0308738 0.9476650
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 3 CD3+ CD3+ 22410 23199 44404 1386995 0.3354087 0.0164509 0.6645913 0.9835491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178129 2551 17682 1278646 0.9096986 0.0019911 0.0903014 0.9980089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5 CD8 CD8 166885 33085 14940 1262098 0.9178331 0.0255447 0.0821669 0.9744553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 6 Ungated Ungated 174781 32144 11313 1258770 0.9392081 0.0249002 0.0607919 0.9750998
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 4 CD4 CD4 655354 14851 18090 788713 0.9731381 0.0184814 0.0268619 0.9815186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 3 CD3+ CD3+ 11039 15699 48841 1303516 0.1843520 0.0119003 0.8156480 0.9880997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5 CD8 CD8 117765 16872 31102 1213356 0.7910753 0.0137145 0.2089247 0.9862855
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 185218 1351 21199 1171327 0.8973001 0.0011521 0.1026999 0.9988479
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 6 Ungated Ungated 178524 48756 12786 1139029 0.9331661 0.0410478 0.0668339 0.9589522
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 2 CD19 CD19 166267 4018 5717 1203093 0.9667585 0.0033286 0.0332415 0.9966714
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 3 CD3+ CD3+ 14148 21287 38494 1196030 0.2687588 0.0174868 0.7312412 0.9825132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5 CD8 CD8 117895 11810 32608 1107646 0.7833399 0.0105498 0.2166601 0.9894502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135411 2080 28548 1103920 0.8258833 0.0018807 0.1741167 0.9981193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 2 CD19 CD19 115652 1666 9365 1143276 0.9250902 0.0014551 0.0749098 0.9985449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 6 Ungated Ungated 168263 53696 10279 1037721 0.9424281 0.0491984 0.0575719 0.9508016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 3 CD3+ CD3+ 17060 18351 35643 1295059 0.3237007 0.0139720 0.6762993 0.9860280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 6 Ungated Ungated 103629 21533 45267 1195684 0.6959824 0.0176904 0.3040176 0.9823096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 128690 1722 43586 1192115 0.7469990 0.0014424 0.2530010 0.9985576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5 CD8 CD8 120743 19209 37267 1188894 0.7641478 0.0159001 0.2358522 0.9840999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 2 CD19 CD19 158986 4446 11674 1191007 0.9315950 0.0037191 0.0684050 0.9962809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 3 CD3+ CD3+ 12767 11255 40444 1268488 0.2399316 0.0087947 0.7600684 0.9912053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 6 Ungated Ungated 119852 23430 48996 1140676 0.7098219 0.0201270 0.2901781 0.9798730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105606 917 42795 1183636 0.7116259 0.0007741 0.2883741 0.9992259
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5 CD8 CD8 125316 20111 28408 1159119 0.8152013 0.0170543 0.1847987 0.9829457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 2 CD19 CD19 138361 2491 15612 1176490 0.8986056 0.0021128 0.1013944 0.9978872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 5 CD8 CD8 32965 221056 166391 1116545 0.1653575 0.1652630 0.8346425 0.8347370
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 6 Ungated Ungated 32394 210737 164286 1063624 0.1647041 0.1653668 0.8352959 0.8346332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 3 CD3+ CD3+ 13699 230479 69182 1157681 0.1652852 0.1660320 0.8347148 0.8339680
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35057 210873 175544 1049567 0.1664617 0.1673011 0.8335383 0.8326989
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 2 CD19 CD19 21256 202861 107606 1024921 0.1649517 0.1652256 0.8350483 0.8347744
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5 CD8 CD8 33456 191599 168096 963493 0.1659919 0.1658734 0.8340081 0.8341266
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 6 Ungated Ungated 30458 196183 151693 978310 0.1672129 0.1670363 0.8327871 0.8329637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 6 Ungated Ungated 29204 203598 148029 1027635 0.1647774 0.1653611 0.8352226 0.8346389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 330905 2954 14111 3456880 0.9591004 0.0008538 0.0408996 0.9991462
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 142903 15424 5209 3641314 0.9648307 0.0042180 0.0351693 0.9957820
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 479364 3958 9625 3311903 0.9803165 0.0011937 0.0196835 0.9988063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 2 CD19 CD19 409232 752 1056 3393810 0.9974262 0.0002215 0.0025738 0.9997785
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 913573 2997 1825 2886455 0.9980063 0.0010372 0.0019937 0.9989628
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 159163 16555 25624 3755095 0.8613322 0.0043893 0.1386678 0.9956107
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 455080 3205 10843 3487309 0.9767279 0.0009182 0.0232721 0.9990818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 357555 19287 6869 3572726 0.9811511 0.0053694 0.0188489 0.9946306
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 1669674 11260 11151 2264352 0.9933658 0.0049481 0.0066342 0.9950519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 2 CD19 CD19 409507 863 660 3545407 0.9983909 0.0002434 0.0016091 0.9997566
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 149483 4166 27927 3689585 0.8425850 0.0011279 0.1574150 0.9988721
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 473657 5872 7440 3384192 0.9845353 0.0017321 0.0154647 0.9982679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 333301 25322 1814 3510724 0.9945869 0.0071611 0.0054131 0.9928389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 1564958 5855 4827 2295521 0.9969251 0.0025441 0.0030749 0.9974559
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 2 CD19 CD19 405133 1078 1198 3463752 0.9970517 0.0003111 0.0029483 0.9996889
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 156282 5825 13433 3731811 0.9208497 0.0015585 0.0791503 0.9984415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 473704 3804 9844 3419999 0.9796421 0.0011110 0.0203579 0.9988890
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 338958 10409 4796 3553188 0.9860482 0.0029209 0.0139518 0.9970791
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 889887 4126 1396 3011942 0.9984337 0.0013680 0.0015663 0.9986320
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 1626731 7116 2451 2271053 0.9984956 0.0031236 0.0015044 0.9968764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 167430 8244 15155 3787969 0.9169976 0.0021716 0.0830024 0.9978284
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 347273 11834 6480 3613211 0.9816821 0.0032645 0.0183179 0.9967355
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 474094 5299 7825 3491580 0.9837628 0.0015154 0.0162372 0.9984846
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 1653997 6063 4219 2314519 0.9974557 0.0026127 0.0025443 0.9973873
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 881293 2945 1738 3092822 0.9980318 0.0009513 0.0019682 0.9990487
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 120009 46165 28103 3610573 0.8102585 0.0126246 0.1897415 0.9873754
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 6 Ungated Ungated 418742 2795 70247 3313066 0.8563424 0.0008429 0.1436576 0.9991571
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 324968 25817 20048 3434017 0.9418925 0.0074619 0.0581075 0.9925381
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 882758 31537 32640 2857915 0.9643434 0.0109145 0.0356566 0.9890855
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 1458812 38748 38235 2269055 0.9744597 0.0167900 0.0255403 0.9832100
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 29076 59189 155711 3712461 0.1573487 0.0156931 0.8426513 0.9843069
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 6 Ungated Ungated 319784 0 146139 3490514 0.6863452 0.0000000 0.3136548 1.0000000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 329437 88804 34987 3503209 0.9039937 0.0247226 0.0960063 0.9752774
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 1580587 63674 100238 2211938 0.9403638 0.0279810 0.0596362 0.9720190
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 407951 19855 2216 3526415 0.9945973 0.0055988 0.0054027 0.9944012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 18952 30795 158458 3662956 0.1068260 0.0083371 0.8931740 0.9916629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 6 Ungated Ungated 259592 928 221505 3389136 0.5395835 0.0002737 0.4604165 0.9997263
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 1443311 44619 126474 2256757 0.9194323 0.0193880 0.0805677 0.9806120
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 319465 105150 15650 3430896 0.9532996 0.0297366 0.0467004 0.9702634
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 400468 7569 5863 3457261 0.9855709 0.0021845 0.0144291 0.9978155
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 62046 16770 107669 3720866 0.3655894 0.0044868 0.6344106 0.9955132
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 6 Ungated Ungated 252287 272 231261 3423531 0.5217414 0.0000794 0.4782586 0.9999206
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 319566 69353 24188 3494244 0.9296357 0.0194615 0.0703643 0.9805385
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 1590394 32359 38788 2245810 0.9761917 0.0142040 0.0238083 0.9857960
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 384680 7748 5189 3509734 0.9866904 0.0022027 0.0133096 0.9977973
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 31329 94298 151256 3701915 0.1715858 0.0248400 0.8284142 0.9751600
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 6 Ungated Ungated 259773 438 222146 3496441 0.5390387 0.0001253 0.4609613 0.9998747
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 1467363 25510 190853 2295072 0.8849046 0.0109929 0.1150954 0.9890071
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 340704 106866 13049 3518179 0.9631127 0.0294799 0.0368873 0.9705201
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 416543 21383 2751 3538121 0.9934390 0.0060073 0.0065610 0.9939927
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 119666 65516 28446 3591222 0.8079426 0.0179165 0.1920574 0.9820835
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 281928 3183 63088 3456651 0.8171447 0.0009200 0.1828553 0.9990800
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 446818 43824 42171 3272037 0.9137588 0.0132165 0.0862412 0.9867835
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 400554 22052 9734 3372510 0.9762752 0.0064963 0.0237248 0.9935037
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 1467553 22772 29494 2285031 0.9802985 0.0098674 0.0197015 0.9901326
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 21 20 184766 3771630 0.0001136 0.0000053 0.9998864 0.9999947
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 437085 59575 28838 3430939 0.9381057 0.0170677 0.0618943 0.9829323
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 345403 122432 19021 3469581 0.9478053 0.0340845 0.0521947 0.9659155
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 806063 2701 44248 3103425 0.9479626 0.0008696 0.0520374 0.9991304
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 398948 9841 11219 3536429 0.9726477 0.0027750 0.0273523 0.9972250
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 113366 48615 64044 3645136 0.6390057 0.0131614 0.3609943 0.9868386
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 395307 27372 85790 3362692 0.8216784 0.0080742 0.1783216 0.9919258
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 314099 61607 21016 3474439 0.9372872 0.0174226 0.0627128 0.9825774
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 392229 7388 14102 3457442 0.9652943 0.0021323 0.0347057 0.9978677
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 1532588 58199 37197 2243177 0.9763044 0.0252888 0.0236956 0.9747112
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 81107 32762 88608 3704874 0.4779012 0.0087654 0.5220988 0.9912346
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 283038 23544 60716 3540053 0.8233737 0.0066068 0.1766263 0.9933932
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 864975 4869 26308 3011199 0.9704830 0.0016144 0.0295170 0.9983856
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 379066 7569 10803 3509913 0.9722907 0.0021518 0.0277093 0.9978482
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 470246 103398 13302 3320405 0.9724908 0.0301998 0.0275092 0.9698002
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 37577 17536 145008 3778677 0.2058055 0.0046193 0.7941945 0.9953807
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 450891 35009 31028 3461870 0.9356157 0.0100115 0.0643843 0.9899885
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 339556 117350 14197 3507695 0.9598675 0.0323720 0.0401325 0.9676280
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 850756 4634 32275 3091133 0.9634498 0.0014969 0.0365502 0.9985031
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 416020 10246 3274 3549258 0.9921916 0.0028785 0.0078084 0.9971215
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 43319 82250 75573 3414121 0.3643559 0.0235244 0.6356441 0.9764756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 170991 29907 92843 3321522 0.6481007 0.0089237 0.3518993 0.9910763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 774381 12828 113631 2714423 0.8720389 0.0047036 0.1279611 0.9952964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 416839 159317 49962 2989145 0.8929694 0.0506015 0.1070306 0.9493985
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 2 CD19 CD19 349083 8636 39806 3217738 0.8976417 0.0026767 0.1023583 0.9973233
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 24021 45782 146520 3612205 0.1408518 0.0125156 0.8591482 0.9874844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 369915 59217 62617 3336779 0.8552315 0.0174373 0.1447685 0.9825627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 319189 112872 32887 3363580 0.9065912 0.0324676 0.0934088 0.9675324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 777930 34123 32763 2983712 0.9595864 0.0113071 0.0404136 0.9886929
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 1616569 59347 40617 2111995 0.9754904 0.0273319 0.0245096 0.9726681
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 32289 39654 96322 3461263 0.2510594 0.0113267 0.7489406 0.9886733
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 354967 77335 87142 3110084 0.8028948 0.0242626 0.1971052 0.9757374
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 206434 54927 49557 3318610 0.8064112 0.0162817 0.1935888 0.9837183
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 2 CD19 CD19 362098 9155 28815 3229460 0.9262879 0.0028268 0.0737121 0.9971732
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 830054 42573 30970 2725931 0.9640312 0.0153776 0.0359688 0.9846224
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 22971 15861 100122 3579276 0.1866150 0.0044118 0.8133850 0.9955882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 397323 125066 61128 3134713 0.8666640 0.0383664 0.1333360 0.9616336
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 242658 55149 33826 3386597 0.8776566 0.0160236 0.1223434 0.9839764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 764875 21659 95021 2836675 0.8894971 0.0075775 0.1105029 0.9924225
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 2 CD19 CD19 373818 13861 10174 3320377 0.9735047 0.0041572 0.0264953 0.9958428
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 31685 39490 120804 3600776 0.2077855 0.0108481 0.7922145 0.9891519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 343084 128839 108380 3212452 0.7599366 0.0385596 0.2400634 0.9614404
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 2 CD19 CD19 332286 9947 69830 3380692 0.8263436 0.0029337 0.1736564 0.9970663
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 679837 13478 141276 2958164 0.8279457 0.0045355 0.1720543 0.9954645
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 285783 170052 36295 3300625 0.8873099 0.0489968 0.1126901 0.9510032
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 4 CD4 CD4 247252 381778 1249795 1926025 0.1651598 0.1654292 0.8348402 0.8345708
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 81173 553023 407816 2762838 0.1660017 0.1667811 0.8339983 0.8332189
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 57281 575774 287735 2884060 0.1660242 0.1664167 0.8339758 0.8335833
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 68280 568065 342008 2826497 0.1664197 0.1673456 0.8335803 0.8326544
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 152533 484901 762865 2404551 0.1666303 0.1678176 0.8333697 0.8321824
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 4 CD4 CD4 277691 376438 1403134 1899174 0.1652111 0.1654228 0.8347889 0.8345772
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 60468 597665 303956 2994348 0.1659276 0.1663872 0.8340724 0.8336128
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 77439 582878 388484 2907636 0.1662056 0.1669892 0.8337944 0.8330108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 141798 517864 708513 2588262 0.1667602 0.1667234 0.8332398 0.8332766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 30832 630751 153955 3140899 0.1668516 0.1672348 0.8331484 0.8327652
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 55630 588450 279485 2947596 0.1660027 0.1664147 0.8339973 0.8335853
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 6 Ungated Ungated 79865 560234 401232 2829830 0.1660060 0.1652576 0.8339940 0.8347424
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 150481 495440 750942 2474298 0.1669372 0.1668295 0.8330628 0.8331705
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 29638 617726 147772 3076025 0.1670594 0.1672354 0.8329406 0.8327646
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 262337 382968 1307448 1918408 0.1671165 0.1664083 0.8328835 0.8335917
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 6 Ungated Ungated 80202 565855 403346 2857948 0.1658615 0.1652709 0.8341385 0.8347291
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 28247 623189 141468 3114447 0.1664379 0.1667335 0.8335621 0.8332665
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 271257 378821 1357925 1899348 0.1664989 0.1662831 0.8335011 0.8337169
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 148528 505901 742755 2510167 0.1666452 0.1677353 0.8333548 0.8322647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 57532 595888 286222 2967709 0.1673639 0.1672153 0.8326361 0.8327847
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 145708 512132 737323 2583635 0.1650089 0.1654298 0.8349911 0.8345702
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 79998 583409 401921 2913470 0.1659989 0.1668371 0.8340011 0.8331629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 69751 595589 349543 2963915 0.1663534 0.1673236 0.8336466 0.8326764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 276354 387700 1381862 1932882 0.1666574 0.1670702 0.8333426 0.8329298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 30452 631308 152133 3164905 0.1667826 0.1662994 0.8332174 0.8337006
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1287 16664441 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 2 5254 16660453 0.0036033 0.0000001 0.9963967 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6006 42 2993 16656687 0.6674075 0.0000025 0.3325925 0.9999975
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 16642 113 7795 16641178 0.6810165 0.0000068 0.3189835 0.9999932
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1291 16670490 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 142 0 2831 16668808 0.0477632 0.0000000 0.9522368 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 757 18 4511 16666495 0.1436978 0.0000011 0.8563022 0.9999989
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4595 142 2985 16664059 0.6062005 0.0000085 0.3937995 0.9999915
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 36059 1935 8955 16624832 0.8010619 0.0001164 0.1989381 0.9998836
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 0 1252 16027133 0.0007981 0.0000000 0.9992019 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4482 27 613 16023264 0.8796860 0.0000017 0.1203140 0.9999983
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6733 36 722 16020895 0.9031522 0.0000022 0.0968478 0.9999978
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46830 353 2835 15978368 0.9429175 0.0000221 0.0570825 0.9999779
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8311 294 321 16019460 0.9628128 0.0000184 0.0371872 0.9999816
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1255 16162701 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4164 9 1011 16158772 0.8046377 0.0000006 0.1953623 0.9999994
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 44233 124 3794 16115805 0.9210028 0.0000077 0.0789972 0.9999923
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6874 115 352 16156615 0.9512870 0.0000071 0.0487130 0.9999929
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8465 465 296 16154730 0.9662139 0.0000288 0.0337861 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1244 16113136 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4667 26 383 16109304 0.9241584 0.0000016 0.0758416 0.9999984
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46526 219 3554 16064081 0.9290335 0.0000136 0.0709665 0.9999864
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6929 66 426 16106959 0.9420802 0.0000041 0.0579198 0.9999959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8440 228 220 16105492 0.9745958 0.0000142 0.0254042 0.9999858
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 37 5875 5236 16654580 0.0070169 0.0003526 0.9929831 0.9996474
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2163 526 42888 16620151 0.0480123 0.0000316 0.9519877 0.9999684
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 111 55320 1176 16609121 0.0862471 0.0033196 0.9137529 0.9966804
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 32562 1804 62279 16569083 0.3433325 0.0001089 0.6566675 0.9998911
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1501 62 43513 16626705 0.0333452 0.0000037 0.9666548 0.9999963
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 371 16421 4897 16650092 0.0704252 0.0009853 0.9295748 0.9990147
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 3241 22448 26174 16619918 0.1101819 0.0013488 0.8898181 0.9986512
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 242 30793 1049 16639697 0.1874516 0.0018472 0.8125484 0.9981528
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 9512 22713 14901 16624655 0.3896285 0.0013644 0.6103715 0.9986356
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 6 2110 5089 16021181 0.0011776 0.0001317 0.9988224 0.9998683
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1997 249 41250 15984890 0.0461766 0.0000156 0.9538234 0.9999844
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 5235 0 46199 15976952 0.1017809 0.0000000 0.8982191 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 279 29608 974 15997525 0.2226656 0.0018474 0.7773344 0.9981526
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 7784 20172 20721 15979709 0.2730749 0.0012608 0.7269251 0.9987392
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 13 3477 5162 16155304 0.0025121 0.0002152 0.9974879 0.9997848
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 46 10030 1209 16152671 0.0366534 0.0006206 0.9633466 0.9993794
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 4268 0 47596 16112092 0.0822921 0.0000000 0.9177079 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 3881 558 40110 16119407 0.0882226 0.0000346 0.9117774 0.9999654
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 33989 15725 57724 16056518 0.3706018 0.0009784 0.6293982 0.9990216
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1078 1292 42148 16069862 0.0249387 0.0000804 0.9750613 0.9999196
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 96 13401 1148 16099735 0.0771704 0.0008317 0.9228296 0.9991683
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 829 5602 4221 16103728 0.1641584 0.0003477 0.8358416 0.9996523
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 10149 18571 13000 16072660 0.4384207 0.0011541 0.5615793 0.9988459
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 24381 3639 27709 16058651 0.4680553 0.0002266 0.5319447 0.9997734
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 28 503 1259 16663938 0.0217560 0.0000302 0.9782440 0.9999698
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1266 164 4007 16660291 0.2400910 0.0000098 0.7599090 0.9999902
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 10967 75 18491 16636195 0.3722928 0.0000045 0.6277072 0.9999955
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4717 2446 2842 16655723 0.6240243 0.0001468 0.3759757 0.9998532
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 92 3547 1199 16666943 0.0712626 0.0002128 0.9287374 0.9997872
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 21588 7129 29246 16613818 0.4246764 0.0004289 0.5753236 0.9995711
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 37308 2758 16339 16615376 0.6954350 0.0001660 0.3045650 0.9998340
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3857 1250 1411 16665263 0.7321564 0.0000750 0.2678436 0.9999250
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5596 4930 1984 16659271 0.7382586 0.0002958 0.2617414 0.9997042
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 6 1253 16027127 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3483 713 3972 16020218 0.4672032 0.0000445 0.5327968 0.9999555
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3230 255 1865 16023036 0.6339549 0.0000159 0.3660451 0.9999841
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 21704 266 6801 15999615 0.7614103 0.0000166 0.2385897 0.9999834
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2442 81 399 16025464 0.8595565 0.0000051 0.1404435 0.9999949
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 5 1254 16162696 0.0007968 0.0000003 0.9992032 0.9999997
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4241 585 2985 16156145 0.5869084 0.0000362 0.4130916 0.9999638
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 18606 1552 5174 16138624 0.7824222 0.0000962 0.2175778 0.9999038
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 43634 271 8213 16111838 0.8415916 0.0000168 0.1584084 0.9999832
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 25055 2361 3526 16133014 0.8766313 0.0001463 0.1233687 0.9998537
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 2 1244 16113134 0.0000000 0.0000001 1.0000000 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 28270 1648 21810 16062652 0.5644968 0.0001026 0.4355032 0.9998974
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4355 789 3000 16106236 0.5921142 0.0000490 0.4078858 0.9999510
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19998 1792 3151 16089439 0.8638818 0.0001114 0.1361182 0.9998886
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 39226 2563 4000 16068591 0.9074631 0.0001595 0.0925369 0.9998405
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2963 16459289 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 89 5719 1096 16455348 0.0751055 0.0003474 0.9248945 0.9996526
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1185 1761 3886 16455420 0.2336817 0.0001070 0.7663183 0.9998930
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 22111 13448 28908 16397785 0.4333876 0.0008194 0.5666124 0.9991806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 26607 6480 22442 16406723 0.5424575 0.0003948 0.4575425 0.9996052
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 133 3554 1050 16519604 0.1124260 0.0002151 0.8875740 0.9997849
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 12038 52469 36571 16423263 0.2476496 0.0031846 0.7523504 0.9968154
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1677 1630 3422 16517612 0.3288880 0.0000987 0.6711120 0.9999013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 31223 8213 20065 16464840 0.6087779 0.0004986 0.3912221 0.9995014
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 32064 2608 17139 16472530 0.6516676 0.0001583 0.3483324 0.9998417
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 249 6657 910 15864734 0.2148404 0.0004194 0.7851596 0.9995806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1566 1204 3286 15866494 0.3227535 0.0000759 0.6772465 0.9999241
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 18647 21831 22504 15809568 0.4531360 0.0013790 0.5468640 0.9986210
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 25691 6157 23359 15817343 0.5237717 0.0003891 0.4762283 0.9996109
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 29938 3283 17309 15822020 0.6336487 0.0002075 0.3663513 0.9997925
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 154 4728 1004 15976347 0.1329879 0.0002958 0.8670121 0.9997042
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1489 1149 3423 15976172 0.3031352 0.0000719 0.6968648 0.9999281
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 28382 11030 21383 15921438 0.5703205 0.0006923 0.4296795 0.9993077
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 30721 4623 17340 15929549 0.6392085 0.0002901 0.3607915 0.9997099
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 29160 28703 12933 15911437 0.6927518 0.0018007 0.3072482 0.9981993
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 217 7749 906 15948013 0.1932324 0.0004857 0.8067676 0.9995143
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 15702 33056 28356 15879771 0.3563938 0.0020773 0.6436062 0.9979227
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1770 1467 2869 15950779 0.3815477 0.0000920 0.6184523 0.9999080
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 30484 7402 19297 15899702 0.6123621 0.0004653 0.3876379 0.9995347
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 31594 2697 15823 15906771 0.6663011 0.0001695 0.3336989 0.9998305
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 169 591189 5104 16069266 0.0320501 0.0354846 0.9679499 0.9645154
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 42 592661 1245 16071780 0.0326340 0.0355644 0.9673660 0.9644356
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 253 598722 7306 16059447 0.0334700 0.0359416 0.9665300 0.9640584
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 304 593393 8695 16063336 0.0337815 0.0356248 0.9662185 0.9643752
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1425 572866 42701 16054789 0.0322939 0.0344526 0.9677061 0.9655474
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 980 574269 28435 16068097 0.0333163 0.0345065 0.9666837 0.9654935
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 176 578879 5092 16087634 0.0334093 0.0347331 0.9665907 0.9652669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 302 572172 8680 16090627 0.0336228 0.0343383 0.9663772 0.9656617
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 36010 536371 1022066 15077334 0.0340335 0.0343526 0.9659665 0.9656474
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 547892 1212 15479241 0.0327215 0.0341853 0.9672785 0.9658147
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1686 554189 49357 15423154 0.0330310 0.0346859 0.9669690 0.9653141
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 804 555786 22890 15448906 0.0339326 0.0347264 0.9660674 0.9652736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3236 544483 91705 15388962 0.0340843 0.0341723 0.9659157 0.9658277
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1673 545867 47282 15433564 0.0341742 0.0341606 0.9658258 0.9658394
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 552532 1214 15610169 0.0326693 0.0341856 0.9673307 0.9658144
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 940 557255 27641 15578120 0.0328890 0.0345362 0.9671110 0.9654638
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1712 554745 50152 15557347 0.0330094 0.0344304 0.9669906 0.9655696
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 797 553034 22983 15587142 0.0335156 0.0342644 0.9664844 0.9657356
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3107 551465 88606 15520778 0.0338774 0.0343116 0.9661226 0.9656884
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 165 552733 4885 15556597 0.0326733 0.0343114 0.9673267 0.9656886
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3067 552379 89240 15469694 0.0332261 0.0344761 0.9667739 0.9655239
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1635 554475 47373 15510897 0.0333619 0.0345137 0.9666381 0.9654863
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1727 550458 49817 15512378 0.0335054 0.0342690 0.9664946 0.9657310
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 292 553097 8368 15552623 0.0337182 0.0343417 0.9662818 0.9656583
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2040948 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 3 CD15+ CD15+ 0 3 430 2081099 0.0000000 0.0000014 1.0000000 0.9999986
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 5 CD20+ CD20+ 0 0 2779 2078753 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 28325 124 2053083 0.0000000 0.0136086 1.0000000 0.9863914
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2052226 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 1 APCs APCs 0 0 172248 2513214 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 5 CD20+ CD20+ 0 0 2769 2682693 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2656307 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2656156 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 9 Other Other 0 0 261061 2424401 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 1 APCs APCs 0 0 172248 2098285 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2229949 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2241378 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2241227 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 3 CD15+ CD15+ 5 20 363 2270145 0.0135870 0.0000088 0.9864130 0.9999912
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 1 APCs APCs 0 0 172248 1805943 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 1937607 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 5 CD20+ CD20+ 0 0 2779 1975412 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 1949036 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 3 CD15+ CD15+ 2 4 394 1977791 0.0050505 0.0000020 0.9949495 0.9999980
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 1 APCs APCs 0 0 172248 2096647 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2228311 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2239740 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2239589 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 9 Other Other 0 0 261061 2007834 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2040948 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 5 CD20+ CD20+ 0 0 2779 2078753 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2052226 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 9 Other Other 0 0 261061 1820471 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 10 32944 114 2048464 0.0806452 0.0158277 0.9193548 0.9841723
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 1 APCs APCs 0 0 172248 2513214 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2656307 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2656156 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 9 Other Other 0 0 261061 2424401 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 5 CD20+ CD20+ 416 34976 2353 2647717 0.1502347 0.0130376 0.8497653 0.9869624
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 1 APCs APCs 0 0 172248 2098285 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2229949 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2241378 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2241227 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 5 CD20+ CD20+ 298 227345 1354 2041536 0.1803874 0.1002014 0.8196126 0.8997986
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 1 APCs APCs 0 0 172248 1805943 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 1937607 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 5 CD20+ CD20+ 0 0 2779 1975412 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 1949036 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 1 32020 116 1946054 0.0085470 0.0161875 0.9914530 0.9838125
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 1 APCs APCs 0 0 172248 2096647 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2228311 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2239740 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2239589 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 9 Other Other 0 0 261061 2007834 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2040948 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 3 CD15+ CD15+ 0 1 430 2081101 0.0000000 0.0000005 1.0000000 0.9999995
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 5 CD20+ CD20+ 0 0 2779 2078753 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2052226 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 9 Other Other 0 0 261061 1820471 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 1 APCs APCs 0 0 172248 2513214 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 3 CD15+ CD15+ 0 0 373 2685089 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 4 CD19+ CD19+ 0 0 116621 2568841 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 5 CD20+ CD20+ 0 0 2769 2682693 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 6 CD3+ CD3+ 0 0 899404 1786058 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 1 APCs APCs 0 0 172248 2098285 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2229949 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 3 CD15+ CD15+ 0 0 368 2270165 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2241378 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2241227 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 1 APCs APCs 0 0 172248 1805943 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 1937607 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 3 CD15+ CD15+ 0 0 396 1977795 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 5 CD20+ CD20+ 0 0 2779 1975412 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 1949036 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 1 APCs APCs 0 0 172248 2096647 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2228311 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 3 CD15+ CD15+ 0 0 423 2268472 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2239740 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2239589 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 39193 1973200 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 5 CD20+ CD20+ 0 0 2693 2009700 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 26200 1986193 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 9 Other Other 0 0 252956 1759437 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 4 CD19+ CD19+ 54672 26985 23206 1907530 0.7020211 0.0139492 0.2979789 0.9860508
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 1 APCs APCs 0 0 136804 2278792 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 28411 2387185 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 27787 2387809 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 9 Other Other 0 0 205887 2209709 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 4 CD19+ CD19+ 172 566 88629 2326229 0.0019369 0.0002433 0.9980631 0.9997567
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 1 APCs APCs 0 0 168479 1945842 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 39418 2074903 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 28963 2085358 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 28833 2085488 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 5 CD20+ CD20+ 415 6142 1069 2106695 0.2796496 0.0029070 0.7203504 0.9970930
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 1 APCs APCs 0 0 168511 1708124 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 39570 1837065 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 5 CD20+ CD20+ 0 0 2679 1873956 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 26083 1850552 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 4 CD19+ CD19+ 37606 9381 39522 1790126 0.4875791 0.0052131 0.5124209 0.9947869
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 1 APCs APCs 0 0 162070 2012967 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 37335 2137702 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 28647 2146390 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 28308 2146729 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 9 Other Other 0 0 247094 1927943 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2040948 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 5 CD20+ CD20+ 0 0 2779 2078753 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2052226 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 9 Other Other 0 0 261061 1820471 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 17 346697 107 1734711 0.1370968 0.1665685 0.8629032 0.8334315
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 1 APCs APCs 0 0 172248 2513214 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2656307 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2656156 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 9 Other Other 0 0 261061 2424401 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 5 CD20+ CD20+ 440 447571 2329 2235122 0.1589021 0.1668365 0.8410979 0.8331635
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 1 APCs APCs 0 0 172248 2098285 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2229949 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2241378 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2241227 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 3 CD15+ CD15+ 61 378797 307 1891368 0.1657609 0.1668588 0.8342391 0.8331412
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 1 APCs APCs 0 0 172248 1805943 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 1937607 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 5 CD20+ CD20+ 0 0 2779 1975412 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 1949036 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 3 CD15+ CD15+ 65 329952 331 1647843 0.1641414 0.1668282 0.8358586 0.8331718
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 1 APCs APCs 0 0 172248 2096647 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 2 CD11c+CD14-+ CD11c+CD14-+ 0 0 40584 2228311 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 0 29155 2239740 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 8 CD56+DR- NK cells CD56+DR- NK cells 0 0 29306 2239589 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 9 Other Other 0 0 261061 2007834 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 cyanno num-1 run0 1 Basophils Basophils 1 2 945 190403 0.0010571 0.0000105 0.9989429 0.9999895
dataset_name-Levine_seed-42 cyanno num-1 run0 14 pDCs pDCs 1 2 657 190691 0.0015198 0.0000105 0.9984802 0.9999895
dataset_name-Levine_seed-42 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 2 3 664 190682 0.0030030 0.0000157 0.9969970 0.9999843
dataset_name-Levine_seed-42 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 1 1 242 191107 0.0041152 0.0000052 0.9958848 0.9999948
dataset_name-Levine_seed-42 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 1 121 74153 0.0081967 0.0000135 0.9918033 0.9999865
dataset_name-Levine_seed-42 cyanno num-2 run0 14 pDCs pDCs 11 11 569 73685 0.0189655 0.0001493 0.9810345 0.9998507
dataset_name-Levine_seed-42 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 15 15 295 73951 0.0483871 0.0002028 0.9516129 0.9997972
dataset_name-Levine_seed-42 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 6 6 81 74183 0.0689655 0.0000809 0.9310345 0.9999191
dataset_name-Levine_seed-42 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 22 23 228 74003 0.0880000 0.0003107 0.9120000 0.9996893
dataset_name-Levine_seed-42 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 374 181 190795 0.0054945 0.0019564 0.9945055 0.9980436
dataset_name-Levine_seed-42 cygate num-1 run0 15 ungated ungated 3028 659 115860 71804 0.0254693 0.0090943 0.9745307 0.9909057
dataset_name-Levine_seed-42 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 25 420 178 190728 0.1231527 0.0021973 0.8768473 0.9978027
dataset_name-Levine_seed-42 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1630 2624 148 186949 0.9167604 0.0138416 0.0832396 0.9861584
dataset_name-Levine_seed-42 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 2435 4667 167 184082 0.9358186 0.0247260 0.0641814 0.9752740
dataset_name-Levine_seed-42 cygate num-2 run0 15 ungated ungated 1690 125 40865 31596 0.0397133 0.0039406 0.9602867 0.9960594
dataset_name-Levine_seed-42 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 12 284 110 73870 0.0983607 0.0038299 0.9016393 0.9961701
dataset_name-Levine_seed-42 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 69 96 18 74093 0.7931034 0.0012940 0.2068966 0.9987060
dataset_name-Levine_seed-42 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 386 584 84 73222 0.8212766 0.0079126 0.1787234 0.9920874
dataset_name-Levine_seed-42 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1078 1456 225 71517 0.8273216 0.0199526 0.1726784 0.9800474
dataset_name-Levine_seed-42 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0 0 2066 189285 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 2 3 2600 188746 0.0007686 0.0000159 0.9992314 0.9999841
dataset_name-Levine_seed-42 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 1 1 665 190684 0.0015015 0.0000052 0.9984985 0.9999948
dataset_name-Levine_seed-42 dgcytof num-1 run0 1 Basophils Basophils 4 6 942 190399 0.0042283 0.0000315 0.9957717 0.9999685
dataset_name-Levine_seed-42 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 1 1 202 191147 0.0049261 0.0000052 0.9950739 0.9999948
dataset_name-Levine_seed-42 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 0 1 8235 66040 0.0000000 0.0000151 1.0000000 0.9999849
dataset_name-Levine_seed-42 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 0 0 6903 67373 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 7 9 1222 73038 0.0056957 0.0001232 0.9943043 0.9998768
dataset_name-Levine_seed-42 dgcytof num-2 run0 1 Basophils Basophils 6 20 255 73995 0.0229885 0.0002702 0.9770115 0.9997298
dataset_name-Levine_seed-42 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 40 57 430 73749 0.0851064 0.0007723 0.9148936 0.9992277
dataset_name-Levine_seed-42 lda num-1 run0 1 Basophils Basophils 99 249 743 149841 0.1175772 0.0016590 0.8824228 0.9983410
dataset_name-Levine_seed-42 lda num-1 run0 13 Pro_B_cells Pro_B_cells 23 306 147 150456 0.1352941 0.0020297 0.8647059 0.9979703
dataset_name-Levine_seed-42 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 24 47 125 150736 0.1610738 0.0003117 0.8389262 0.9996883
dataset_name-Levine_seed-42 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2408 3414 9805 135305 0.1971670 0.0246109 0.8028330 0.9753891
dataset_name-Levine_seed-42 lda num-1 run0 12 Pre_B_cells Pre_B_cells 584 1054 1964 147330 0.2291994 0.0071032 0.7708006 0.9928968
dataset_name-Levine_seed-42 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 35 48 378 52687 0.0847458 0.0009102 0.9152542 0.9990898
dataset_name-Levine_seed-42 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 345 492 699 51612 0.3304598 0.0094427 0.6695402 0.9905573
dataset_name-Levine_seed-42 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 396 739 743 51270 0.3476734 0.0142091 0.6523266 0.9857909
dataset_name-Levine_seed-42 lda num-2 run0 15 ungated ungated 11422 6320 19501 15905 0.3693691 0.2843645 0.6306309 0.7156355
dataset_name-Levine_seed-42 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 45 163 54 52886 0.4545455 0.0030726 0.5454545 0.9969274
dataset_name-Levine_seed-42 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-42 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-42 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-42 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-42 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-42 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-42 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-42 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-42 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-42 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Samusik_seed-42 cyanno num-1 run0 5 CLP CLP 0 0 434 755469 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 10 HSC HSC 0 0 26 755877 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 6 CMP CMP 60 2 1808 754033 0.0321199 0.0000027 0.9678801 0.9999973
dataset_name-Samusik_seed-42 cyanno num-1 run0 16 MPP MPP 72 5 1049 754777 0.0642284 0.0000066 0.9357716 0.9999934
dataset_name-Samusik_seed-42 cyanno num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 296 15 3499 752093 0.0779974 0.0000199 0.9220026 0.9999801
dataset_name-Samusik_seed-42 cyanno num-2 run0 5 CLP CLP 0 0 446 760485 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 10 HSC HSC 0 0 26 760905 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 16 MPP MPP 108 6 992 759825 0.0981818 0.0000079 0.9018182 0.9999921
dataset_name-Samusik_seed-42 cyanno num-2 run0 6 CMP CMP 226 14 1586 759105 0.1247241 0.0000184 0.8752759 0.9999816
dataset_name-Samusik_seed-42 cyanno num-2 run0 22 gd T cells gd T cells 58 3 289 760581 0.1671470 0.0000039 0.8328530 0.9999961
dataset_name-Samusik_seed-42 cyanno num-3 run0 5 CLP CLP 0 0 428 756660 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 6 CMP CMP 89 6 1753 755240 0.0483170 0.0000079 0.9516830 0.9999921
dataset_name-Samusik_seed-42 cyanno num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 227 9 3670 753182 0.0582499 0.0000119 0.9417501 0.9999881
dataset_name-Samusik_seed-42 cyanno num-3 run0 16 MPP MPP 85 7 1035 755961 0.0758929 0.0000093 0.9241071 0.9999907
dataset_name-Samusik_seed-42 cyanno num-4 run0 5 CLP CLP 0 0 434 757704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 10 HSC HSC 0 0 24 758114 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 22 gd T cells gd T cells 3 0 358 757777 0.0083102 0.0000000 0.9916898 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 16 MPP MPP 54 3 1071 757010 0.0480000 0.0000040 0.9520000 0.9999960
dataset_name-Samusik_seed-42 cyanno num-4 run0 6 CMP CMP 134 5 1701 756298 0.0730245 0.0000066 0.9269755 0.9999934
dataset_name-Samusik_seed-42 cyanno num-5 run0 5 CLP CLP 0 0 441 763921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 16 MPP MPP 15 1 1122 763224 0.0131926 0.0000013 0.9868074 0.9999987
dataset_name-Samusik_seed-42 cyanno num-5 run0 6 CMP CMP 46 3 1799 762514 0.0249322 0.0000039 0.9750678 0.9999961
dataset_name-Samusik_seed-42 cyanno num-5 run0 22 gd T cells gd T cells 9 0 337 764016 0.0260116 0.0000000 0.9739884 1.0000000
dataset_name-Samusik_seed-42 cygate num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 290 441 3505 751667 0.0764163 0.0005864 0.9235837 0.9994136
dataset_name-Samusik_seed-42 cygate num-1 run0 10 HSC HSC 4 90 22 755787 0.1538462 0.0001191 0.8461538 0.9998809
dataset_name-Samusik_seed-42 cygate num-1 run0 25 ungated ungated 70485 736 222777 461905 0.2403482 0.0015909 0.7596518 0.9984091
dataset_name-Samusik_seed-42 cygate num-1 run0 5 CLP CLP 177 4482 257 750987 0.4078341 0.0059327 0.5921659 0.9940673
dataset_name-Samusik_seed-42 cygate num-1 run0 19 NKT cells NKT cells 6593 5360 1047 742903 0.8629581 0.0071633 0.1370419 0.9928367
dataset_name-Samusik_seed-42 cygate num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 406 800 3358 756367 0.1078640 0.0010566 0.8921360 0.9989434
dataset_name-Samusik_seed-42 cygate num-2 run0 25 ungated ungated 73797 849 223874 462411 0.2479146 0.0018327 0.7520854 0.9981673
dataset_name-Samusik_seed-42 cygate num-2 run0 10 HSC HSC 8 910 18 759995 0.3076923 0.0011959 0.6923077 0.9988041
dataset_name-Samusik_seed-42 cygate num-2 run0 5 CLP CLP 247 5291 199 755194 0.5538117 0.0069574 0.4461883 0.9930426
dataset_name-Samusik_seed-42 cygate num-2 run0 16 MPP MPP 977 3618 123 756213 0.8881818 0.0047616 0.1118182 0.9952384
dataset_name-Samusik_seed-42 cygate num-3 run0 10 HSC HSC 0 126 28 756934 0.0000000 0.0001664 1.0000000 0.9998336
dataset_name-Samusik_seed-42 cygate num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 131 931 3766 752260 0.0336156 0.0012361 0.9663844 0.9987639
dataset_name-Samusik_seed-42 cygate num-3 run0 25 ungated ungated 72875 673 224675 458865 0.2449168 0.0014645 0.7550832 0.9985355
dataset_name-Samusik_seed-42 cygate num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 2336 966 4606 749180 0.3365024 0.0012877 0.6634976 0.9987123
dataset_name-Samusik_seed-42 cygate num-3 run0 5 CLP CLP 332 5375 96 751285 0.7757009 0.0071036 0.2242991 0.9928964
dataset_name-Samusik_seed-42 cygate num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 174 410 3587 753967 0.0462643 0.0005435 0.9537357 0.9994565
dataset_name-Samusik_seed-42 cygate num-4 run0 10 HSC HSC 5 421 19 757693 0.2083333 0.0005553 0.7916667 0.9994447
dataset_name-Samusik_seed-42 cygate num-4 run0 25 ungated ungated 73781 694 222425 461238 0.2490868 0.0015024 0.7509132 0.9984976
dataset_name-Samusik_seed-42 cygate num-4 run0 5 CLP CLP 342 5194 92 752510 0.7880184 0.0068549 0.2119816 0.9931451
dataset_name-Samusik_seed-42 cygate num-4 run0 19 NKT cells NKT cells 6451 5295 1120 745272 0.8520671 0.0070547 0.1479329 0.9929453
dataset_name-Samusik_seed-42 cygate num-5 run0 10 HSC HSC 0 470 27 763865 0.0000000 0.0006149 1.0000000 0.9993851
dataset_name-Samusik_seed-42 cygate num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 136 397 3683 760146 0.0356114 0.0005220 0.9643886 0.9994780
dataset_name-Samusik_seed-42 cygate num-5 run0 25 ungated ungated 67322 309 228493 468238 0.2275814 0.0006595 0.7724186 0.9993405
dataset_name-Samusik_seed-42 cygate num-5 run0 5 CLP CLP 359 5467 82 758454 0.8140590 0.0071565 0.1859410 0.9928435
dataset_name-Samusik_seed-42 cygate num-5 run0 19 NKT cells NKT cells 6605 5366 1092 751299 0.8581265 0.0070916 0.1418735 0.9929084
dataset_name-Samusik_seed-42 dgcytof num-1 run0 10 HSC HSC 0 3 26 755874 0.0000000 0.0000040 1.0000000 0.9999960
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 761 179 3034 751929 0.2005270 0.0002380 0.7994730 0.9997620
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5 CLP CLP 124 205 310 755264 0.2857143 0.0002714 0.7142857 0.9997286
dataset_name-Samusik_seed-42 dgcytof num-1 run0 6 CMP CMP 885 358 983 753677 0.4737687 0.0004748 0.5262313 0.9995252
dataset_name-Samusik_seed-42 dgcytof num-1 run0 16 MPP MPP 602 229 519 754553 0.5370205 0.0003034 0.4629795 0.9996966
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5 CLP CLP 0 3 446 760482 0.0000000 0.0000039 1.0000000 0.9999961
dataset_name-Samusik_seed-42 dgcytof num-2 run0 10 HSC HSC 2 10 24 760895 0.0769231 0.0000131 0.9230769 0.9999869
dataset_name-Samusik_seed-42 dgcytof num-2 run0 6 CMP CMP 843 305 969 758814 0.4652318 0.0004018 0.5347682 0.9995982
dataset_name-Samusik_seed-42 dgcytof num-2 run0 23 mDCs mDCs 472 187 517 759755 0.4772497 0.0002461 0.5227503 0.9997539
dataset_name-Samusik_seed-42 dgcytof num-2 run0 17 Macrophages Macrophages 1340 811 1254 757526 0.5165767 0.0010694 0.4834233 0.9989306
dataset_name-Samusik_seed-42 dgcytof num-3 run0 10 HSC HSC 0 2 28 757058 0.0000000 0.0000026 1.0000000 0.9999974
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5 CLP CLP 70 105 358 756555 0.1635514 0.0001388 0.8364486 0.9998612
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1682 892 2215 752299 0.4316141 0.0011843 0.5683859 0.9988157
dataset_name-Samusik_seed-42 dgcytof num-3 run0 22 gd T cells gd T cells 217 247 138 756486 0.6112676 0.0003264 0.3887324 0.9996736
dataset_name-Samusik_seed-42 dgcytof num-3 run0 16 MPP MPP 694 401 426 755567 0.6196429 0.0005304 0.3803571 0.9994696
dataset_name-Samusik_seed-42 dgcytof num-4 run0 10 HSC HSC 3 4 21 758110 0.1250000 0.0000053 0.8750000 0.9999947
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5 CLP CLP 58 32 376 757672 0.1336406 0.0000422 0.8663594 0.9999578
dataset_name-Samusik_seed-42 dgcytof num-4 run0 17 Macrophages Macrophages 400 244 2250 755244 0.1509434 0.0003230 0.8490566 0.9996770
dataset_name-Samusik_seed-42 dgcytof num-4 run0 22 gd T cells gd T cells 89 14 272 757763 0.2465374 0.0000185 0.7534626 0.9999815
dataset_name-Samusik_seed-42 dgcytof num-4 run0 23 mDCs mDCs 322 91 633 757092 0.3371728 0.0001202 0.6628272 0.9998798
dataset_name-Samusik_seed-42 dgcytof num-5 run0 10 HSC HSC 0 1 27 764334 0.0000000 0.0000013 1.0000000 0.9999987
dataset_name-Samusik_seed-42 dgcytof num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 842 172 2977 760371 0.2204766 0.0002262 0.7795234 0.9997738
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5 CLP CLP 143 288 298 763633 0.3242630 0.0003770 0.6757370 0.9996230
dataset_name-Samusik_seed-42 dgcytof num-5 run0 23 mDCs mDCs 370 96 619 763277 0.3741153 0.0001258 0.6258847 0.9998742
dataset_name-Samusik_seed-42 dgcytof num-5 run0 6 CMP CMP 793 301 1052 762216 0.4298103 0.0003947 0.5701897 0.9996053
dataset_name-Samusik_seed-42 lda num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 19 379 2462 571418 0.0076582 0.0006628 0.9923418 0.9993372
dataset_name-Samusik_seed-42 lda num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 853 2556 7994 562875 0.0964169 0.0045204 0.9035831 0.9954796
dataset_name-Samusik_seed-42 lda num-1 run0 10 HSC HSC 3 244 20 574011 0.1304348 0.0004249 0.8695652 0.9995751
dataset_name-Samusik_seed-42 lda num-1 run0 5 CLP CLP 110 1729 231 572208 0.3225806 0.0030125 0.6774194 0.9969875
dataset_name-Samusik_seed-42 lda num-1 run0 6 CMP CMP 508 2971 927 569872 0.3540070 0.0051864 0.6459930 0.9948136
dataset_name-Samusik_seed-42 lda num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 34 810 1750 535710 0.0190583 0.0015097 0.9809417 0.9984903
dataset_name-Samusik_seed-42 lda num-2 run0 10 HSC HSC 2 134 24 538144 0.0769231 0.0002489 0.9230769 0.9997511
dataset_name-Samusik_seed-42 lda num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 359 937 3838 533170 0.0855373 0.0017543 0.9144627 0.9982457
dataset_name-Samusik_seed-42 lda num-2 run0 5 CLP CLP 49 1103 282 536870 0.1480363 0.0020503 0.8519637 0.9979497
dataset_name-Samusik_seed-42 lda num-2 run0 6 CMP CMP 199 1169 1048 535888 0.1595830 0.0021767 0.8404170 0.9978233
dataset_name-Samusik_seed-42 lda num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 37 748 1978 526618 0.0183623 0.0014184 0.9816377 0.9985816
dataset_name-Samusik_seed-42 lda num-3 run0 10 HSC HSC 2 212 22 529145 0.0833333 0.0004005 0.9166667 0.9995995
dataset_name-Samusik_seed-42 lda num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 1090 3684 5492 519115 0.1656032 0.0070467 0.8343968 0.9929533
dataset_name-Samusik_seed-42 lda num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 2824 2329 10056 514172 0.2192547 0.0045092 0.7807453 0.9954908
dataset_name-Samusik_seed-42 lda num-3 run0 6 CMP CMP 326 1918 1069 526068 0.2336918 0.0036327 0.7663082 0.9963673
dataset_name-Samusik_seed-42 lda num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 16 340 1592 505092 0.0099502 0.0006727 0.9900498 0.9993273
dataset_name-Samusik_seed-42 lda num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 487 1425 3496 501632 0.1222696 0.0028327 0.8777304 0.9971673
dataset_name-Samusik_seed-42 lda num-4 run0 10 HSC HSC 3 353 20 506664 0.1304348 0.0006962 0.8695652 0.9993038
dataset_name-Samusik_seed-42 lda num-4 run0 6 CMP CMP 374 2172 960 503534 0.2803598 0.0042950 0.7196402 0.9957050
dataset_name-Samusik_seed-42 lda num-4 run0 5 CLP CLP 99 1647 225 505069 0.3055556 0.0032503 0.6944444 0.9967497
dataset_name-Samusik_seed-42 lda num-5 run0 10 HSC HSC 0 0 27 550224 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 lda num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 54 920 2354 546923 0.0224252 0.0016793 0.9775748 0.9983207
dataset_name-Samusik_seed-42 lda num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 683 1948 7328 540292 0.0852578 0.0035925 0.9147422 0.9964075
dataset_name-Samusik_seed-42 lda num-5 run0 5 CLP CLP 80 1510 250 548411 0.2424242 0.0027458 0.7575758 0.9972542
dataset_name-Samusik_seed-42 lda num-5 run0 6 CMP CMP 354 1831 803 547263 0.3059637 0.0033346 0.6940363 0.9966654
dataset_name-Samusik_seed-42 random num-1 run0 22 gd T cells gd T cells 11 29520 338 726034 0.0315186 0.0390707 0.9684814 0.9609293
dataset_name-Samusik_seed-42 random num-1 run0 21 Plasma Cells Plasma Cells 52 30366 1523 723962 0.0330159 0.0402557 0.9669841 0.9597443
dataset_name-Samusik_seed-42 random num-1 run0 5 CLP CLP 15 29704 419 725765 0.0345622 0.0393186 0.9654378 0.9606814
dataset_name-Samusik_seed-42 random num-1 run0 3 CD4 T cells CD4 T cells 176 30350 4897 720480 0.0346935 0.0404219 0.9653065 0.9595781
dataset_name-Samusik_seed-42 random num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 138 29467 3657 722641 0.0363636 0.0391792 0.9636364 0.9608208
dataset_name-Samusik_seed-42 random num-2 run0 21 Plasma Cells Plasma Cells 53 29669 1492 729717 0.0343042 0.0390697 0.9656958 0.9609303
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 92 31141 2502 727196 0.0354665 0.0410649 0.9645335 0.9589351
dataset_name-Samusik_seed-42 random num-2 run0 19 NKT cells NKT cells 288 30226 7266 723151 0.0381255 0.0401207 0.9618745 0.9598793
dataset_name-Samusik_seed-42 random num-2 run0 10 HSC HSC 1 29919 25 730986 0.0384615 0.0393203 0.9615385 0.9606797
dataset_name-Samusik_seed-42 random num-2 run0 18 NK cells NK cells 112 29716 2800 728303 0.0384615 0.0392022 0.9615385 0.9607978
dataset_name-Samusik_seed-42 random num-3 run0 5 CLP CLP 13 30135 415 726525 0.0303738 0.0398263 0.9696262 0.9601737
dataset_name-Samusik_seed-42 random num-3 run0 21 Plasma Cells Plasma Cells 43 29909 1210 725926 0.0343176 0.0395708 0.9656824 0.9604292
dataset_name-Samusik_seed-42 random num-3 run0 2 Basophils Basophils 129 30447 3570 722942 0.0348743 0.0404134 0.9651257 0.9595866
dataset_name-Samusik_seed-42 random num-3 run0 10 HSC HSC 1 29775 27 727285 0.0357143 0.0393298 0.9642857 0.9606702
dataset_name-Samusik_seed-42 random num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 146 30180 3751 723011 0.0374647 0.0400695 0.9625353 0.9599305
dataset_name-Samusik_seed-42 random num-4 run0 23 mDCs mDCs 30 30404 925 726779 0.0314136 0.0401541 0.9685864 0.9598459
dataset_name-Samusik_seed-42 random num-4 run0 6 CMP CMP 58 29935 1777 726368 0.0316076 0.0395807 0.9683924 0.9604193
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 99 31024 2692 724323 0.0354712 0.0410725 0.9645288 0.9589275
dataset_name-Samusik_seed-42 random num-4 run0 9 GMP GMP 194 29433 5224 723287 0.0358066 0.0391022 0.9641934 0.9608978
dataset_name-Samusik_seed-42 random num-4 run0 21 Plasma Cells Plasma Cells 55 29763 1443 726877 0.0367156 0.0393357 0.9632844 0.9606643
dataset_name-Samusik_seed-42 random num-5 run0 24 pDCs pDCs 885 29996 23175 710306 0.0367830 0.0405186 0.9632170 0.9594814
dataset_name-Samusik_seed-42 random num-5 run0 10 HSC HSC 1 30044 26 734291 0.0370370 0.0393074 0.9629630 0.9606926
dataset_name-Samusik_seed-42 random num-5 run0 16 MPP MPP 43 30199 1094 733026 0.0378188 0.0395676 0.9621812 0.9604324
dataset_name-Samusik_seed-42 random num-5 run0 3 CD4 T cells CD4 T cells 200 30225 5023 728914 0.0382922 0.0398148 0.9617078 0.9601852
dataset_name-Samusik_seed-42 random num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1792 28092 44077 690401 0.0390678 0.0390985 0.9609322 0.9609015
dataset_name-Transformed_seed-42 cyanno num-1 run0 5 DC DC 864 14 1036 163971 0.4547368 0.0000854 0.5452632 0.9999146
dataset_name-Transformed_seed-42 cyanno num-1 run0 2 B-cells IgM- B-cells IgM- 1531 160 1635 162559 0.4835755 0.0009833 0.5164245 0.9990167
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 2984 466 822 161613 0.7840252 0.0028751 0.2159748 0.9971249
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 13311 2246 3268 147060 0.8028832 0.0150429 0.1971168 0.9849571
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 45123 7069 4811 108882 0.9036528 0.0609654 0.0963472 0.9390346
dataset_name-Transformed_seed-42 cyanno num-2 run0 5 DC DC 1209 58 575 158987 0.6776906 0.0003647 0.3223094 0.9996353
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 2314 358 653 157504 0.7799124 0.0022678 0.2200876 0.9977322
dataset_name-Transformed_seed-42 cyanno num-2 run0 8 ungated ungated 2873 203 748 157005 0.7934272 0.0012913 0.2065728 0.9987087
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 20613 1374 2688 136154 0.8846401 0.0099907 0.1153599 0.9900093
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 14896 2548 1806 141579 0.8918692 0.0176789 0.1081308 0.9823211
dataset_name-Transformed_seed-42 cyanno num-3 run0 5 DC DC 1060 35 805 161457 0.5683646 0.0002167 0.4316354 0.9997833
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 2341 457 616 159943 0.7916808 0.0028491 0.2083192 0.9971509
dataset_name-Transformed_seed-42 cyanno num-3 run0 8 ungated ungated 3031 309 678 159339 0.8172014 0.0019355 0.1827986 0.9980645
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 14700 2129 2329 144199 0.8632333 0.0145495 0.1367667 0.9854505
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 44945 5098 4746 108568 0.9044897 0.0448507 0.0955103 0.9551493
dataset_name-Transformed_seed-42 cyanno num-4 run0 2 B-cells IgM- B-cells IgM- 1770 142 1392 160497 0.5597723 0.0008840 0.4402277 0.9991160
dataset_name-Transformed_seed-42 cyanno num-4 run0 5 DC DC 1085 44 766 161906 0.5861696 0.0002717 0.4138304 0.9997283
dataset_name-Transformed_seed-42 cyanno num-4 run0 8 ungated ungated 2997 238 729 159837 0.8043478 0.0014868 0.1956522 0.9985132
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 13874 2177 3152 144598 0.8148714 0.0148322 0.1851286 0.9851678
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 5660 280 650 157211 0.8969889 0.0017779 0.1030111 0.9982221
dataset_name-Transformed_seed-42 cyanno num-5 run0 5 DC DC 820 81 1018 159219 0.4461371 0.0005085 0.5538629 0.9994915
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 2534 505 528 157571 0.8275637 0.0031947 0.1724363 0.9968053
dataset_name-Transformed_seed-42 cyanno num-5 run0 8 ungated ungated 3004 222 617 157295 0.8296051 0.0014094 0.1703949 0.9985906
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 14993 2284 2530 141331 0.8556183 0.0159036 0.1443817 0.9840964
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 41648 4985 4874 109631 0.8952324 0.0434931 0.1047676 0.9565069
dataset_name-Transformed_seed-42 cygate num-1 run0 3 CD4 T-cells CD4 T-cells 33930 334 26724 104897 0.5594025 0.0031740 0.4405975 0.9968260
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 10175 1673 6404 147633 0.6137282 0.0112052 0.3862718 0.9887948
dataset_name-Transformed_seed-42 cygate num-1 run0 5 DC DC 1183 248 717 163737 0.6226316 0.0015123 0.3773684 0.9984877
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 33188 6314 16746 109637 0.6646373 0.0544540 0.3353627 0.9455460
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 2994 882 812 161197 0.7866527 0.0054418 0.2133473 0.9945582
dataset_name-Transformed_seed-42 cygate num-2 run0 5 DC DC 1128 382 656 158663 0.6322870 0.0024018 0.3677130 0.9975982
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 1994 1369 973 156493 0.6720593 0.0086721 0.3279407 0.9913279
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 16895 4310 6406 133218 0.7250762 0.0313391 0.2749238 0.9686609
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 12198 4485 4504 139642 0.7303317 0.0311184 0.2696683 0.9688816
dataset_name-Transformed_seed-42 cygate num-2 run0 8 ungated ungated 2773 828 848 156380 0.7658105 0.0052669 0.2341895 0.9947331
dataset_name-Transformed_seed-42 cygate num-3 run0 3 CD4 T-cells CD4 T-cells 34045 276 25098 103938 0.5756387 0.0026484 0.4243613 0.9973516
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 12092 3389 4937 142939 0.7100828 0.0231603 0.2899172 0.9768397
dataset_name-Transformed_seed-42 cygate num-3 run0 5 DC DC 1333 373 532 161119 0.7147453 0.0023097 0.2852547 0.9976903
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 36550 9933 13141 103733 0.7355457 0.0873876 0.2644543 0.9126124
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 3013 998 696 158650 0.8123483 0.0062513 0.1876517 0.9937487
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 32861 7436 15964 107540 0.6730364 0.0646744 0.3269636 0.9353256
dataset_name-Transformed_seed-42 cygate num-4 run0 5 DC DC 1281 280 570 161670 0.6920583 0.0017289 0.3079417 0.9982711
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 12083 2136 4943 144639 0.7096793 0.0145529 0.2903207 0.9854471
dataset_name-Transformed_seed-42 cygate num-4 run0 8 ungated ungated 2755 678 971 159397 0.7393988 0.0042355 0.2606012 0.9957645
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 46525 1151 13507 102618 0.7750033 0.0110919 0.2249967 0.9889081
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 10965 3423 6558 140192 0.6257490 0.0238346 0.3742510 0.9761654
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 30504 5443 16018 109173 0.6556898 0.0474890 0.3443102 0.9525110
dataset_name-Transformed_seed-42 cygate num-5 run0 5 DC DC 1261 323 577 158977 0.6860718 0.0020276 0.3139282 0.9979724
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 2267 1187 795 156889 0.7403658 0.0075090 0.2596342 0.9924910
dataset_name-Transformed_seed-42 cygate num-5 run0 8 ungated ungated 2839 750 782 156767 0.7840376 0.0047614 0.2159624 0.9952386
dataset_name-Transformed_seed-42 dgcytof num-1 run0 8 ungated ungated 1984 219 1822 161860 0.5212822 0.0013512 0.4787178 0.9986488
dataset_name-Transformed_seed-42 dgcytof num-1 run0 2 B-cells IgM- B-cells IgM- 1767 909 1399 161810 0.5581175 0.0055863 0.4418825 0.9944137
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 13655 4482 2924 144824 0.8236323 0.0300189 0.1763677 0.9699811
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 41310 7760 8624 108191 0.8272920 0.0669248 0.1727080 0.9330752
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 19941 2890 3577 139477 0.8479037 0.0202996 0.1520963 0.9797004
dataset_name-Transformed_seed-42 dgcytof num-2 run0 8 ungated ungated 2374 397 1247 156811 0.6556200 0.0025253 0.3443800 0.9974747
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 2255 1128 712 156734 0.7600270 0.0071455 0.2399730 0.9928545
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1 B-cells IgM+ B-cells IgM+ 4969 294 1150 154416 0.8120608 0.0019003 0.1879392 0.9980997
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 19109 2227 4192 135301 0.8200936 0.0161931 0.1799064 0.9838069
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 13774 3047 2928 141080 0.8246917 0.0211411 0.1753083 0.9788589
dataset_name-Transformed_seed-42 dgcytof num-3 run0 8 ungated ungated 2285 223 1424 159425 0.6160690 0.0013968 0.3839310 0.9986032
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 11924 2002 5105 144326 0.7002173 0.0136816 0.2997827 0.9863184
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 2170 1056 787 159344 0.7338519 0.0065835 0.2661481 0.9934165
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5 DC DC 1496 191 369 161301 0.8021448 0.0011827 0.1978552 0.9988173
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 50598 1167 8545 103047 0.8555197 0.0111981 0.1444803 0.9888019
dataset_name-Transformed_seed-42 dgcytof num-4 run0 2 B-cells IgM- B-cells IgM- 760 258 2402 160381 0.2403542 0.0016061 0.7596458 0.9983939
dataset_name-Transformed_seed-42 dgcytof num-4 run0 8 ungated ungated 1772 109 1954 159966 0.4755770 0.0006809 0.5244230 0.9993191
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 17696 1953 5173 138979 0.7737986 0.0138577 0.2262014 0.9861423
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 42530 10049 6295 104927 0.8710701 0.0874008 0.1289299 0.9125992
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 14872 5361 2154 141414 0.8734876 0.0365253 0.1265124 0.9634747
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 1667 338 1395 157738 0.5444154 0.0021382 0.4555846 0.9978618
dataset_name-Transformed_seed-42 dgcytof num-5 run0 8 ungated ungated 2412 304 1209 157213 0.6661143 0.0019300 0.3338857 0.9980700
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 39268 6299 7254 108317 0.8440738 0.0549574 0.1559262 0.9450426
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 14829 3881 2694 139734 0.8462592 0.0270236 0.1537408 0.9729764
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5 DC DC 1569 316 269 158984 0.8536453 0.0019837 0.1463547 0.9980163
dataset_name-Transformed_seed-42 lda num-1 run0 8 ungated ungated 27 77 27 62560 0.5000000 0.0012293 0.5000000 0.9987707
dataset_name-Transformed_seed-42 lda num-1 run0 1 B-cells IgM+ B-cells IgM+ 1451 247 1104 59889 0.5679061 0.0041074 0.4320939 0.9958926
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 603 886 310 60892 0.6604600 0.0143417 0.3395400 0.9856583
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 14169 4148 4141 40233 0.7738394 0.0934634 0.2261606 0.9065366
dataset_name-Transformed_seed-42 lda num-1 run0 3 CD4 T-cells CD4 T-cells 19909 54 4693 38035 0.8092432 0.0014177 0.1907568 0.9985823
dataset_name-Transformed_seed-42 lda num-2 run0 2 B-cells IgM- B-cells IgM- 595 328 1149 107235 0.3411697 0.0030494 0.6588303 0.9969506
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 7110 3349 5604 93244 0.5592261 0.0346712 0.4407739 0.9653288
dataset_name-Transformed_seed-42 lda num-2 run0 8 ungated ungated 149 168 72 108918 0.6742081 0.0015401 0.3257919 0.9984599
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 8605 2056 2228 96418 0.7943321 0.0208786 0.2056679 0.9791214
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 3718 766 641 104182 0.8529479 0.0072989 0.1470521 0.9927011
dataset_name-Transformed_seed-42 lda num-3 run0 2 B-cells IgM- B-cells IgM- 42 9 450 56413 0.0853659 0.0001595 0.9146341 0.9998405
dataset_name-Transformed_seed-42 lda num-3 run0 8 ungated ungated 42 54 42 56776 0.5000000 0.0009502 0.5000000 0.9990498
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 7211 2061 4496 43146 0.6159563 0.0455903 0.3840437 0.9544097
dataset_name-Transformed_seed-42 lda num-3 run0 3 CD4 T-cells CD4 T-cells 22206 42 3392 31274 0.8674896 0.0013412 0.1325104 0.9986588
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 2416 417 186 53895 0.9285165 0.0076779 0.0714835 0.9923221
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 508 643 761 90585 0.4003152 0.0070483 0.5996848 0.9929517
dataset_name-Transformed_seed-42 lda num-4 run0 8 ungated ungated 46 92 44 92315 0.5111111 0.0009956 0.4888889 0.9990044
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 2463 500 1033 88501 0.7045195 0.0056179 0.2954805 0.9943821
dataset_name-Transformed_seed-42 lda num-4 run0 3 CD4 T-cells CD4 T-cells 29038 76 8512 54871 0.7733156 0.0013832 0.2266844 0.9986168
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 23352 9070 5555 54520 0.8078320 0.1426325 0.1921680 0.8573675
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 2933 1351 6900 99207 0.2982813 0.0134350 0.7017187 0.9865650
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 148 254 225 109764 0.3967828 0.0023087 0.6032172 0.9976913
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 1110 630 1218 107433 0.4768041 0.0058299 0.5231959 0.9941701
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 9111 3320 4110 93850 0.6891309 0.0341669 0.3108691 0.9658331
dataset_name-Transformed_seed-42 lda num-5 run0 3 CD4 T-cells CD4 T-cells 33405 145 8467 68374 0.7977885 0.0021162 0.2022115 0.9978838
dataset_name-Transformed_seed-42 random num-1 run0 7 monocytes monocytes 1969 17714 14610 131592 0.1187647 0.1186423 0.8812353 0.8813577
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 7536 13353 53118 91878 0.1242457 0.1268923 0.8757543 0.8731077
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 6271 14919 43663 101032 0.1255858 0.1286664 0.8744142 0.8713336
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 2958 17791 20560 124576 0.1257760 0.1249658 0.8742240 0.8750342
dataset_name-Transformed_seed-42 random num-1 run0 1 B-cells IgM+ B-cells IgM+ 800 19703 5528 139854 0.1264223 0.1234857 0.8735777 0.8765143
dataset_name-Transformed_seed-42 random num-2 run0 3 CD4 T-cells CD4 T-cells 6995 12081 51304 90449 0.1199849 0.1178289 0.8800151 0.8821711
dataset_name-Transformed_seed-42 random num-2 run0 5 DC DC 217 19445 1567 139600 0.1216368 0.1222610 0.8783632 0.8777390
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 455 19917 3166 137291 0.1256559 0.1266920 0.8743441 0.8733080
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 2952 17171 20349 120357 0.1266898 0.1248546 0.8733102 0.8751454
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 6110 14145 41926 98648 0.1271963 0.1254067 0.8728037 0.8745933
dataset_name-Transformed_seed-42 random num-3 run0 2 B-cells IgM- B-cells IgM- 349 19627 2608 140773 0.1180250 0.1223628 0.8819750 0.8776372
dataset_name-Transformed_seed-42 random num-3 run0 7 monocytes monocytes 2013 17371 15016 128957 0.1182101 0.1187128 0.8817899 0.8812872
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 455 20248 3254 139400 0.1226746 0.1268290 0.8773254 0.8731710
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 7426 12996 51717 91218 0.1255601 0.1247049 0.8744399 0.8752951
dataset_name-Transformed_seed-42 random num-3 run0 1 B-cells IgM+ B-cells IgM+ 738 19459 5130 138030 0.1257669 0.1235578 0.8742331 0.8764422
dataset_name-Transformed_seed-42 random num-4 run0 4 CD8 T-cells CD8 T-cells 5728 13705 43097 101271 0.1173169 0.1191988 0.8826831 0.8808012
dataset_name-Transformed_seed-42 random num-4 run0 6 NK cells NK cells 2833 17421 20036 123511 0.1238795 0.1236128 0.8761205 0.8763872
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 790 20142 5520 137349 0.1251981 0.1278930 0.8748019 0.8721070
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 7527 12950 52505 90819 0.1253831 0.1247964 0.8746169 0.8752036
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 2165 18460 14861 128315 0.1271585 0.1257707 0.8728415 0.8742293
dataset_name-Transformed_seed-42 random num-5 run0 7 monocytes monocytes 2058 17055 15465 126560 0.1174456 0.1187550 0.8825544 0.8812450
dataset_name-Transformed_seed-42 random num-5 run0 8 ungated ungated 431 19515 3190 138002 0.1190279 0.1238914 0.8809721 0.8761086
dataset_name-Transformed_seed-42 random num-5 run0 2 B-cells IgM- B-cells IgM- 367 19325 2695 138751 0.1198563 0.1222513 0.8801437 0.8777487
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 7359 12937 51863 88979 0.1242613 0.1269379 0.8757387 0.8730621
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 5851 14310 40671 100306 0.1257685 0.1248517 0.8742315 0.8751483
dataset_name-flowcyt_seed-42 cyanno num-1 run0 3 Mast_cells Mast_cells 4 0 3571 21041308 0.0011189 0.0000000 0.9988811 1.0000000
dataset_name-flowcyt_seed-42 cyanno num-1 run0 2 HSPCs HSPCs 142161 29035 60635 20813052 0.7010050 0.0013931 0.2989950 0.9986069
dataset_name-flowcyt_seed-42 cyanno num-1 run0 4 Monocytes Monocytes 236342 8588 67944 20732009 0.7767101 0.0004141 0.2232899 0.9995859
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5 T_Lymphocytes T_Lymphocytes 1075155 39653 206938 19723137 0.8385936 0.0020064 0.1614064 0.9979936
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1 B_Lymphocytes B_Lymphocytes 240994 34198 18342 20751349 0.9292732 0.0016453 0.0707268 0.9983547
dataset_name-flowcyt_seed-42 cyanno num-2 run0 3 Mast_cells Mast_cells 2 7 3539 20251274 0.0005648 0.0000003 0.9994352 0.9999997
dataset_name-flowcyt_seed-42 cyanno num-2 run0 2 HSPCs HSPCs 141714 13757 55647 20043704 0.7180446 0.0006859 0.2819554 0.9993141
dataset_name-flowcyt_seed-42 cyanno num-2 run0 4 Monocytes Monocytes 265904 16217 34728 19937973 0.8844834 0.0008127 0.1155166 0.9991873
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5 T_Lymphocytes T_Lymphocytes 1116131 53969 127091 18957631 0.8977729 0.0028387 0.1022271 0.9971613
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1 B_Lymphocytes B_Lymphocytes 234653 15564 20453 19984152 0.9198255 0.0007782 0.0801745 0.9992218
dataset_name-flowcyt_seed-42 cyanno num-3 run0 3 Mast_cells Mast_cells 1530 115 2022 20813933 0.4307432 0.0000055 0.5692568 0.9999945
dataset_name-flowcyt_seed-42 cyanno num-3 run0 2 HSPCs HSPCs 101133 5825 101410 20609232 0.4993162 0.0002826 0.5006838 0.9997174
dataset_name-flowcyt_seed-42 cyanno num-3 run0 4 Monocytes Monocytes 262116 11212 41577 20502695 0.8630953 0.0005466 0.1369047 0.9994534
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1 B_Lymphocytes B_Lymphocytes 232620 14861 34446 20535673 0.8710206 0.0007231 0.1289794 0.9992769
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5 T_Lymphocytes T_Lymphocytes 1122946 41796 154327 19498531 0.8791746 0.0021390 0.1208254 0.9978610
dataset_name-flowcyt_seed-42 cyanno num-4 run0 3 Mast_cells Mast_cells 1797 178 1624 20270316 0.5252850 0.0000088 0.4747150 0.9999912
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1 B_Lymphocytes B_Lymphocytes 170572 5699 95382 20002262 0.6413590 0.0002848 0.3586410 0.9997152
dataset_name-flowcyt_seed-42 cyanno num-4 run0 2 HSPCs HSPCs 130497 14798 58880 20069740 0.6890858 0.0007368 0.3109142 0.9992632
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5 T_Lymphocytes T_Lymphocytes 1137634 89212 125639 18921430 0.9005449 0.0046927 0.0994551 0.9953073
dataset_name-flowcyt_seed-42 cyanno num-4 run0 4 Monocytes Monocytes 254676 46698 21513 19951028 0.9221077 0.0023352 0.0778923 0.9976648
dataset_name-flowcyt_seed-42 cyanno num-5 run0 3 Mast_cells Mast_cells 1511 69 1982 20664825 0.4325794 0.0000033 0.5674206 0.9999967
dataset_name-flowcyt_seed-42 cyanno num-5 run0 2 HSPCs HSPCs 128969 10947 61415 20467056 0.6774151 0.0005346 0.3225849 0.9994654
dataset_name-flowcyt_seed-42 cyanno num-5 run0 4 Monocytes Monocytes 229454 7616 67921 20363396 0.7715982 0.0003739 0.2284018 0.9996261
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5 T_Lymphocytes T_Lymphocytes 1133919 74521 106536 19353411 0.9141154 0.0038358 0.0858846 0.9961642
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1 B_Lymphocytes B_Lymphocytes 239873 31629 17542 20379343 0.9318532 0.0015496 0.0681468 0.9984504
dataset_name-flowcyt_seed-42 cygate num-1 run0 3 Mast_cells Mast_cells 1152 29995 2423 21011313 0.3222378 0.0014255 0.6777622 0.9985745
dataset_name-flowcyt_seed-42 cygate num-1 run0 6 ungated ungated 6747924 169912 12244873 1882174 0.3552886 0.0827996 0.6447114 0.9172004
dataset_name-flowcyt_seed-42 cygate num-1 run0 2 HSPCs HSPCs 136892 11177043 65904 9665044 0.6750232 0.5362727 0.3249768 0.4637273
dataset_name-flowcyt_seed-42 cygate num-1 run0 4 Monocytes Monocytes 252073 164205 52213 20576392 0.8284081 0.0079171 0.1715919 0.9920829
dataset_name-flowcyt_seed-42 cygate num-1 run0 5 T_Lymphocytes T_Lymphocytes 1124016 483459 158077 19279331 0.8767040 0.0244631 0.1232960 0.9755369
dataset_name-flowcyt_seed-42 cygate num-2 run0 2 HSPCs HSPCs 99039 433661 98322 19623800 0.5018165 0.0216209 0.4981835 0.9783791
dataset_name-flowcyt_seed-42 cygate num-2 run0 3 Mast_cells Mast_cells 1879 1188538 1662 19062743 0.5306411 0.0586895 0.4693589 0.9413105
dataset_name-flowcyt_seed-42 cygate num-2 run0 6 ungated ungated 15034048 287014 3220912 1712848 0.8235596 0.1435169 0.1764404 0.8564831
dataset_name-flowcyt_seed-42 cygate num-2 run0 4 Monocytes Monocytes 256485 469432 44147 19484758 0.8531527 0.0235255 0.1468473 0.9764745
dataset_name-flowcyt_seed-42 cygate num-2 run0 5 T_Lymphocytes T_Lymphocytes 1070138 743363 173084 18268237 0.8607779 0.0391005 0.1392221 0.9608995
dataset_name-flowcyt_seed-42 cygate num-3 run0 3 Mast_cells Mast_cells 733 609961 2819 20204087 0.2063626 0.0293053 0.7936374 0.9706947
dataset_name-flowcyt_seed-42 cygate num-3 run0 2 HSPCs HSPCs 45922 1088736 156621 19526321 0.2267272 0.0528127 0.7732728 0.9471873
dataset_name-flowcyt_seed-42 cygate num-3 run0 6 ungated ungated 12859986 255624 5903487 1798503 0.6853734 0.1244441 0.3146266 0.8755559
dataset_name-flowcyt_seed-42 cygate num-3 run0 5 T_Lymphocytes T_Lymphocytes 1154437 3445068 122836 16095259 0.9038295 0.1763055 0.0961705 0.8236945
dataset_name-flowcyt_seed-42 cygate num-3 run0 1 B_Lymphocytes B_Lymphocytes 243854 425383 23212 20125151 0.9130852 0.0206994 0.0869148 0.9793006
dataset_name-flowcyt_seed-42 cygate num-4 run0 2 HSPCs HSPCs 66758 1089585 122619 18994953 0.3525138 0.0542499 0.6474862 0.9457501
dataset_name-flowcyt_seed-42 cygate num-4 run0 6 ungated ungated 11691830 210859 6583871 1787355 0.6397473 0.1055237 0.3602527 0.8944763
dataset_name-flowcyt_seed-42 cygate num-4 run0 5 T_Lymphocytes T_Lymphocytes 1148385 678687 114888 18331955 0.9090553 0.0357004 0.0909447 0.9642996
dataset_name-flowcyt_seed-42 cygate num-4 run0 3 Mast_cells Mast_cells 3218 3942083 203 16328411 0.9406606 0.1944739 0.0593394 0.8055261
dataset_name-flowcyt_seed-42 cygate num-4 run0 4 Monocytes Monocytes 266660 397573 9529 19600153 0.9654983 0.0198809 0.0345017 0.9801191
dataset_name-flowcyt_seed-42 cygate num-5 run0 2 HSPCs HSPCs 85416 141203 104968 20336800 0.4486511 0.0068954 0.5513489 0.9931046
dataset_name-flowcyt_seed-42 cygate num-5 run0 3 Mast_cells Mast_cells 2143 1528710 1350 19136184 0.6135127 0.0739762 0.3864873 0.9260238
dataset_name-flowcyt_seed-42 cygate num-5 run0 6 ungated ungated 15327844 242365 3351421 1746757 0.8205807 0.1218452 0.1794193 0.8781548
dataset_name-flowcyt_seed-42 cygate num-5 run0 4 Monocytes Monocytes 265140 530334 32235 19840678 0.8916015 0.0260338 0.1083985 0.9739662
dataset_name-flowcyt_seed-42 cygate num-5 run0 5 T_Lymphocytes T_Lymphocytes 1132029 851628 108426 18576304 0.9125918 0.0438352 0.0874082 0.9561648
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 2 HSPCs HSPCs 0 9 202796 20842078 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 3 Mast_cells Mast_cells 0 6 3575 21041302 0.0000000 0.0000003 1.0000000 0.9999997
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 4 Monocytes Monocytes 1 10 304285 20740587 0.0000033 0.0000005 0.9999967 0.9999995
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5 T_Lymphocytes T_Lymphocytes 927766 52692 354327 19710098 0.7236339 0.0026662 0.2763661 0.9973338
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1 B_Lymphocytes B_Lymphocytes 238450 174308 20886 20611239 0.9194636 0.0083860 0.0805364 0.9916140
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 2 HSPCs HSPCs 0 0 197361 20057461 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 3 Mast_cells Mast_cells 0 0 3541 20251281 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 4 Monocytes Monocytes 0 0 300632 19954190 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 5 T_Lymphocytes T_Lymphocytes 0 0 1243222 19011600 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 254239 19879296 0.0033986 0.0060211 0.9966014 0.9939789
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 2 HSPCs HSPCs 0 0 202543 20615057 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 3 Mast_cells Mast_cells 0 0 3552 20814048 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 4 Monocytes Monocytes 0 0 303693 20513907 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5 T_Lymphocytes T_Lymphocytes 0 2 1277273 19540325 0.0000000 0.0000001 1.0000000 0.9999999
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 266199 20430114 0.0032464 0.0058597 0.9967536 0.9941403
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 2 HSPCs HSPCs 0 0 189377 20084538 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 3 Mast_cells Mast_cells 0 0 3421 20270494 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 4 Monocytes Monocytes 0 0 276189 19997726 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 5 T_Lymphocytes T_Lymphocytes 0 0 1263273 19010642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 265087 19887541 0.0032600 0.0060186 0.9967400 0.9939814
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 3 Mast_cells Mast_cells 0 0 3493 20664894 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 2 HSPCs HSPCs 40719 13439 149665 20464564 0.2138783 0.0006563 0.7861217 0.9993437
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5 T_Lymphocytes T_Lymphocytes 1092892 162837 147563 19265095 0.8810412 0.0083816 0.1189588 0.9916184
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 4 Monocytes Monocytes 270275 209947 27100 20161065 0.9088693 0.0103062 0.0911307 0.9896938
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 6 ungated ungated 18018992 197053 660273 1792069 0.9646521 0.0990653 0.0353479 0.9009347
dataset_name-flowcyt_seed-42 lda num-1 run0 2 HSPCs HSPCs 114033 122954 75358 20021422 0.6021036 0.0061036 0.3978964 0.9938964
dataset_name-flowcyt_seed-42 lda num-1 run0 4 Monocytes Monocytes 184402 114722 108891 19925752 0.6287296 0.0057245 0.3712704 0.9942755
dataset_name-flowcyt_seed-42 lda num-1 run0 5 T_Lymphocytes T_Lymphocytes 713828 404005 264436 18951498 0.7296885 0.0208729 0.2703115 0.9791271
dataset_name-flowcyt_seed-42 lda num-1 run0 3 Mast_cells Mast_cells 3044 3368 488 20326867 0.8618347 0.0001657 0.1381653 0.9998343
dataset_name-flowcyt_seed-42 lda num-1 run0 1 B_Lymphocytes B_Lymphocytes 213150 417242 24278 19679097 0.8977458 0.0207621 0.1022542 0.9792379
dataset_name-flowcyt_seed-42 lda num-2 run0 2 HSPCs HSPCs 105301 122923 86444 19623095 0.5491721 0.0062252 0.4508279 0.9937748
dataset_name-flowcyt_seed-42 lda num-2 run0 1 B_Lymphocytes B_Lymphocytes 142116 262795 73814 19459038 0.6581577 0.0133251 0.3418423 0.9866749
dataset_name-flowcyt_seed-42 lda num-2 run0 4 Monocytes Monocytes 221260 175866 76156 19464481 0.7439411 0.0089543 0.2560589 0.9910457
dataset_name-flowcyt_seed-42 lda num-2 run0 5 T_Lymphocytes T_Lymphocytes 1034662 730783 147547 18024771 0.8751938 0.0389636 0.1248062 0.9610364
dataset_name-flowcyt_seed-42 lda num-2 run0 6 ungated ungated 16757968 368684 1288954 1522157 0.9285776 0.1949841 0.0714224 0.8050159
dataset_name-flowcyt_seed-42 lda num-3 run0 2 HSPCs HSPCs 81093 100649 119176 20253761 0.4049204 0.0049448 0.5950796 0.9950552
dataset_name-flowcyt_seed-42 lda num-3 run0 3 Mast_cells Mast_cells 2363 808 1176 20550332 0.6677027 0.0000393 0.3322973 0.9999607
dataset_name-flowcyt_seed-42 lda num-3 run0 4 Monocytes Monocytes 216730 150128 79661 20108160 0.7312300 0.0074107 0.2687700 0.9925893
dataset_name-flowcyt_seed-42 lda num-3 run0 1 B_Lymphocytes B_Lymphocytes 197030 348142 52832 19956675 0.7885553 0.0171458 0.2114447 0.9828542
dataset_name-flowcyt_seed-42 lda num-3 run0 5 T_Lymphocytes T_Lymphocytes 1027011 745363 167788 18614517 0.8595680 0.0385004 0.1404320 0.9614996
dataset_name-flowcyt_seed-42 lda num-4 run0 2 HSPCs HSPCs 88995 87788 89497 19665147 0.4985938 0.0044443 0.5014062 0.9955557
dataset_name-flowcyt_seed-42 lda num-4 run0 3 Mast_cells Mast_cells 2768 2916 649 19925094 0.8100673 0.0001463 0.1899327 0.9998537
dataset_name-flowcyt_seed-42 lda num-4 run0 5 T_Lymphocytes T_Lymphocytes 1053594 640197 160457 18077179 0.8678334 0.0342034 0.1321666 0.9657966
dataset_name-flowcyt_seed-42 lda num-4 run0 4 Monocytes Monocytes 242557 233103 28680 19427087 0.8942622 0.0118566 0.1057378 0.9881434
dataset_name-flowcyt_seed-42 lda num-4 run0 6 ungated ungated 16676981 278692 1341135 1634619 0.9255674 0.1456595 0.0744326 0.8543405
dataset_name-flowcyt_seed-42 lda num-5 run0 2 HSPCs HSPCs 64464 65198 114688 20099308 0.3598285 0.0032333 0.6401715 0.9967667
dataset_name-flowcyt_seed-42 lda num-5 run0 4 Monocytes Monocytes 194786 119496 94093 19935283 0.6742823 0.0059585 0.3257177 0.9940415
dataset_name-flowcyt_seed-42 lda num-5 run0 1 B_Lymphocytes B_Lymphocytes 173728 329309 44147 19796474 0.7973746 0.0163625 0.2026254 0.9836375
dataset_name-flowcyt_seed-42 lda num-5 run0 3 Mast_cells Mast_cells 2871 3051 603 20337133 0.8264249 0.0001500 0.1735751 0.9998500
dataset_name-flowcyt_seed-42 lda num-5 run0 5 T_Lymphocytes T_Lymphocytes 1042349 889582 127800 18283927 0.8907831 0.0463964 0.1092169 0.9536036
dataset_name-flowcyt_seed-42 random num-1 run0 1 B_Lymphocytes B_Lymphocytes 42778 3475074 216558 17310473 0.1649520 0.1671870 0.8350480 0.8328130
dataset_name-flowcyt_seed-42 random num-1 run0 3 Mast_cells Mast_cells 594 3505219 2981 17536089 0.1661538 0.1665875 0.8338462 0.8334125
dataset_name-flowcyt_seed-42 random num-1 run0 4 Monocytes Monocytes 50572 3446173 253714 17294424 0.1661989 0.1661559 0.8338011 0.8338441
dataset_name-flowcyt_seed-42 random num-1 run0 6 ungated ungated 3167175 343028 15825622 1709058 0.1667566 0.1671606 0.8332434 0.8328394
dataset_name-flowcyt_seed-42 random num-1 run0 5 T_Lymphocytes T_Lymphocytes 213833 3301474 1068260 16461316 0.1667843 0.1670551 0.8332157 0.8329449
dataset_name-flowcyt_seed-42 random num-2 run0 1 B_Lymphocytes B_Lymphocytes 42073 3343576 213033 16656140 0.1649236 0.1671812 0.8350764 0.8328188
dataset_name-flowcyt_seed-42 random num-2 run0 3 Mast_cells Mast_cells 586 3373958 2955 16877323 0.1654900 0.1666047 0.8345100 0.8333953
dataset_name-flowcyt_seed-42 random num-2 run0 4 Monocytes Monocytes 49914 3315188 250718 16639002 0.1660302 0.1661399 0.8339698 0.8338601
dataset_name-flowcyt_seed-42 random num-2 run0 6 ungated ungated 3044207 334338 15210753 1665524 0.1667605 0.1671805 0.8332395 0.8328195
dataset_name-flowcyt_seed-42 random num-2 run0 5 T_Lymphocytes T_Lymphocytes 207367 3175950 1035855 15835650 0.1667980 0.1670533 0.8332020 0.8329467
dataset_name-flowcyt_seed-42 random num-3 run0 1 B_Lymphocytes B_Lymphocytes 44086 3435691 222980 17114843 0.1650753 0.1671826 0.8349247 0.8328174
dataset_name-flowcyt_seed-42 random num-3 run0 3 Mast_cells Mast_cells 588 3467552 2964 17346496 0.1655405 0.1665967 0.8344595 0.8334033
dataset_name-flowcyt_seed-42 random num-3 run0 4 Monocytes Monocytes 50476 3408491 253217 17105416 0.1662073 0.1661551 0.8337927 0.8338449
dataset_name-flowcyt_seed-42 random num-3 run0 6 ungated ungated 3128929 343363 15634544 1710764 0.1667564 0.1671576 0.8332436 0.8328424
dataset_name-flowcyt_seed-42 random num-3 run0 5 T_Lymphocytes T_Lymphocytes 213050 3264256 1064223 16276071 0.1668007 0.1670523 0.8331993 0.8329477
dataset_name-flowcyt_seed-42 random num-4 run0 3 Mast_cells Mast_cells 563 3377182 2858 16893312 0.1645718 0.1666058 0.8354282 0.8333942
dataset_name-flowcyt_seed-42 random num-4 run0 1 B_Lymphocytes B_Lymphocytes 43928 3344962 222026 16662999 0.1651714 0.1671816 0.8348286 0.8328184
dataset_name-flowcyt_seed-42 random num-4 run0 4 Monocytes Monocytes 45984 3322294 230205 16675432 0.1664947 0.1661336 0.8335053 0.8338664
dataset_name-flowcyt_seed-42 random num-4 run0 6 ungated ungated 3047676 334080 15228025 1664134 0.1667611 0.1671893 0.8332389 0.8328107
dataset_name-flowcyt_seed-42 random num-4 run0 5 T_Lymphocytes T_Lymphocytes 210741 3175781 1052532 15834861 0.1668214 0.1670528 0.8331786 0.8329472
dataset_name-flowcyt_seed-42 random num-5 run0 1 B_Lymphocytes B_Lymphocytes 42455 3412379 214960 16998593 0.1649282 0.1671836 0.8350718 0.8328164
dataset_name-flowcyt_seed-42 random num-5 run0 3 Mast_cells Mast_cells 577 3442858 2916 17222036 0.1651875 0.1666042 0.8348125 0.8333958
dataset_name-flowcyt_seed-42 random num-5 run0 4 Monocytes Monocytes 49361 3384656 248014 16986356 0.1659891 0.1661506 0.8340109 0.8338494
dataset_name-flowcyt_seed-42 random num-5 run0 6 ungated ungated 3115022 332607 15564243 1656515 0.1667636 0.1672130 0.8332364 0.8327870
dataset_name-flowcyt_seed-42 random num-5 run0 5 T_Lymphocytes T_Lymphocytes 206921 3245333 1033534 16182599 0.1668106 0.1670447 0.8331894 0.8329553

Dominant Errors (FPR)

dataset model crossvalidation run_id population_id population_name population tp fp fn tn tpr fpr fnr tnr
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 25 Ungated Ungated 344105 92360 80839 2311597 0.8097655 0.0384200 0.1902345 0.9615800
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 136047 81152 50651 2561051 0.7287009 0.0307138 0.2712991 0.9692862
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 174894 76913 32224 2544870 0.8444172 0.0293361 0.1555828 0.9706639
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 83206 63239 17562 2664894 0.8257185 0.0231803 0.1742815 0.9768197
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 201003 26707 10583 2590608 0.9499825 0.0102040 0.0500175 0.9897960
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 25 Ungated Ungated 351115 143770 62028 2211256 0.8498631 0.0610482 0.1501369 0.9389518
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 176616 124193 4873 2462487 0.9731499 0.0480125 0.0268501 0.9519875
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 159333 66831 47127 2494878 0.7717379 0.0260884 0.2282621 0.9739116
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194634 28353 6555 2538627 0.9674187 0.0110453 0.0325813 0.9889547
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 624934 15533 35226 2092476 0.9466402 0.0073686 0.0533598 0.9926314
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 205984 181910 2281 2440689 0.9890476 0.0693625 0.0109524 0.9306375
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 154105 105116 10989 2560654 0.9334379 0.0394318 0.0665621 0.9605682
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 25 Ungated Ungated 334919 71525 89420 2335000 0.7892723 0.0297213 0.2107277 0.9702787
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 138185 65130 60767 2566782 0.6945645 0.0247463 0.3054355 0.9752537
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 207898 48599 3784 2570583 0.9821241 0.0185550 0.0178759 0.9814450
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 163340 199332 3667 2451048 0.9780428 0.0752088 0.0219572 0.9247912
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 184288 105902 12017 2515180 0.9387840 0.0404039 0.0612160 0.9595961
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 178509 86353 28045 2524480 0.8642244 0.0330749 0.1357756 0.9669251
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 25 Ungated Ungated 291377 74912 131547 2319551 0.6889583 0.0312855 0.3110417 0.9687145
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661899 28399 16807 2110282 0.9752367 0.0132787 0.0247633 0.9867213
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 170981 106685 15266 2507126 0.9180336 0.0408159 0.0819664 0.9591841
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 25 Ungated Ungated 347939 91392 62866 2297861 0.8469688 0.0382513 0.1530312 0.9617487
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 148299 79462 50859 2521438 0.7446299 0.0305517 0.2553701 0.9694483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661655 35358 10835 2092210 0.9838882 0.0166190 0.0161118 0.9833810
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200393 34990 8367 2556308 0.9599205 0.0135029 0.0400795 0.9864971
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 202725 204422 4393 2417361 0.9787899 0.0779706 0.0212101 0.9220294
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 133320 83961 63903 2547717 0.6759861 0.0319040 0.3240139 0.9680960
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 85104 77821 15664 2650312 0.8445538 0.0285254 0.1554462 0.9714746
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 37216 77446 3537 2710702 0.9132088 0.0277769 0.0867912 0.9722231
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 102265 64795 7944 2653897 0.9279188 0.0238332 0.0720812 0.9761668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 192224 174314 14236 2387395 0.9310472 0.0680460 0.0689528 0.9319540
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 105049 176643 4922 2481555 0.9552427 0.0664522 0.0447573 0.9335478
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 38108 84276 2468 2643317 0.9391759 0.0308976 0.0608241 0.9691024
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 83999 58359 97490 2528321 0.4628325 0.0225614 0.5371675 0.9774386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 84197 42795 13950 2627227 0.8578663 0.0160280 0.1421337 0.9839720
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 107977 192883 3081 2526923 0.9722577 0.0709179 0.0277423 0.9290821
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 197204 165145 11061 2457454 0.9468898 0.0629700 0.0531102 0.9370300
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 126989 75995 71963 2555917 0.6382896 0.0288744 0.3617104 0.9711256
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 88999 59960 11198 2670707 0.8882402 0.0219580 0.1117598 0.9780420
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 206216 43171 5466 2576011 0.9741782 0.0164826 0.0258218 0.9835174
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 176450 136712 19855 2484370 0.8988564 0.0521586 0.1011436 0.9478414
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 152433 115092 14574 2535288 0.9127342 0.0434247 0.0872658 0.9565753
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 180063 111988 26491 2498845 0.8717478 0.0428936 0.1282522 0.9571064
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 28422 67974 8708 2712283 0.7654727 0.0244488 0.2345273 0.9755512
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 656964 28794 21742 2109887 0.9679655 0.0134634 0.0320345 0.9865366
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 102747 147082 7787 2542442 0.9295511 0.0546870 0.0704489 0.9453130
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 156321 92316 29926 2521495 0.8393209 0.0353185 0.1606791 0.9646815
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 144762 83178 64053 2508065 0.6932548 0.0320997 0.3067452 0.9679003
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 56319 70164 354486 2319089 0.1370942 0.0293665 0.8629058 0.9706335
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2 B Cell (Memory) B Cell (Memory) 37511 41789 1474 2719284 0.9621906 0.0151351 0.0378094 0.9848649
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 25 Ungated Ungated 274332 120786 150612 2283171 0.6455721 0.0502447 0.3544279 0.9497553
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 171898 86977 35220 2534806 0.8299520 0.0331748 0.1700480 0.9668252
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 123886 86445 62812 2555758 0.6635636 0.0327170 0.3364364 0.9672830
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 81474 56885 19294 2671248 0.8085305 0.0208513 0.1914695 0.9791487
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 205162 50008 6424 2567307 0.9696388 0.0191066 0.0303612 0.9808934
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 176755 170808 4734 2415872 0.9739158 0.0660337 0.0260842 0.9339663
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 25 Ungated Ungated 342909 143100 70234 2211926 0.8300008 0.0607637 0.1699992 0.9392363
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 142134 56929 64326 2504780 0.6884336 0.0222231 0.3115664 0.9777769
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194837 37387 6352 2529593 0.9684277 0.0145646 0.0315723 0.9854354
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 74312 37064 23835 2632958 0.7571500 0.0138815 0.2428500 0.9861185
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 196786 162197 11479 2460402 0.9448827 0.0618459 0.0551173 0.9381541
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 153927 119752 11167 2546018 0.9323597 0.0449221 0.0676403 0.9550779
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 25 Ungated Ungated 298667 74467 125672 2332058 0.7038406 0.0309438 0.2961594 0.9690562
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 135053 76472 63899 2555440 0.6788220 0.0290557 0.3211780 0.9709443
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 207748 61180 3934 2558002 0.9814155 0.0233584 0.0185845 0.9766416
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 159416 224976 7591 2425404 0.9545468 0.0848844 0.0454532 0.9151156
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 25 Ungated Ungated 301459 158026 121465 2236437 0.7127971 0.0659964 0.2872029 0.9340036
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 172633 107746 23672 2513336 0.8794121 0.0411075 0.1205879 0.9588925
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 170858 81784 35696 2529049 0.8271832 0.0313249 0.1728168 0.9686751
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 669454 46997 9252 2091684 0.9863682 0.0219748 0.0136318 0.9780252
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 158119 109532 28128 2504279 0.8489747 0.0419051 0.1510253 0.9580949
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 25 Ungated Ungated 316567 83216 94238 2306037 0.7706016 0.0348293 0.2293984 0.9651707
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 143423 63287 55735 2537613 0.7201468 0.0243327 0.2798532 0.9756673
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 665451 48402 7039 2079166 0.9895329 0.0227499 0.0104671 0.9772501
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 198161 38936 10599 2552362 0.9492288 0.0150257 0.0507712 0.9849743
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 125857 96499 16551 2144349 0.8837776 0.0430636 0.1162224 0.9569364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2 B Cell (Memory) B Cell (Memory) 28992 96570 8336 2249358 0.7766824 0.0411649 0.2233176 0.9588351
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 61835 68983 40614 2211824 0.6035686 0.0302450 0.3964314 0.9697550
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 100254 52331 269045 1961626 0.2714711 0.0259842 0.7285289 0.9740158
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 19180 59935 5593 2298548 0.7742300 0.0254125 0.2257700 0.9745875
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 173279 192827 10356 1978010 0.9436055 0.0888261 0.0563945 0.9111739
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 25 Ungated Ungated 121557 117571 225475 1889869 0.3502761 0.0585676 0.6497239 0.9414324
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 79735 107035 24380 2143322 0.7658359 0.0475636 0.2341641 0.9524364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2866 64251 2833 2284522 0.5028952 0.0273551 0.4971048 0.9726449
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31476 43029 47989 2231978 0.3960989 0.0189138 0.6039011 0.9810862
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 145459 164611 31751 2191203 0.8208284 0.0698744 0.1791716 0.9301256
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 25 Ungated Ungated 133341 83114 239016 2077553 0.3580999 0.0384668 0.6419001 0.9615332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 132552 83148 23330 2293994 0.8503355 0.0349781 0.1496645 0.9650219
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2 B Cell (Memory) B Cell (Memory) 25557 79770 11616 2416081 0.6875151 0.0319610 0.3124849 0.9680390
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 67066 75733 94829 2295396 0.4142562 0.0319396 0.5857438 0.9680604
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 25 Ungated Ungated 172348 151010 194495 1833612 0.4698141 0.0760901 0.5301859 0.9239099
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 122745 118698 26527 2083495 0.8222909 0.0538999 0.1777091 0.9461001
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 95466 111832 50749 2093418 0.6529152 0.0507117 0.3470848 0.9492883
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 80909 79543 57925 2133088 0.5827751 0.0359495 0.4172249 0.9640505
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31409 54864 50678 2214514 0.3826306 0.0241758 0.6173694 0.9758242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 85568 126042 14469 2070901 0.8553635 0.0573715 0.1446365 0.9426285
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 103077 97055 33501 2063347 0.7547116 0.0449245 0.2452884 0.9550755
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 25 Ungated Ungated 83207 76840 243785 1893148 0.2544619 0.0390053 0.7455381 0.9609947
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 611338 54574 25933 1605135 0.9593062 0.0328817 0.0406938 0.9671183
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 12948 54792 9642 2219598 0.5731740 0.0240909 0.4268260 0.9759091
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3113 124135 66657 2634996 0.0446180 0.0449906 0.9553820 0.9550094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 8171 117231 178527 2524972 0.0437659 0.0443687 0.9562341 0.9556313
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 7520 117601 165547 2538233 0.0434514 0.0442803 0.9565486 0.9557197
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1476 123392 32225 2671808 0.0437969 0.0441442 0.9562031 0.9558558
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8574 115915 188649 2515763 0.0434736 0.0440460 0.9565264 0.9559540
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1265 118304 27584 2621016 0.0438490 0.0431874 0.9561510 0.9568126
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2319 115448 51518 2598884 0.0430745 0.0425327 0.9569255 0.9574673
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 321 117140 6856 2643852 0.0447262 0.0424268 0.9552738 0.9575732
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 7553 109695 173936 2476985 0.0416168 0.0424076 0.9583832 0.9575924
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 6862 109775 157864 2493668 0.0416571 0.0421653 0.9583429 0.9578347
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 810 145259 14659 2670136 0.0523628 0.0515945 0.9476372 0.9484055
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 34384 109422 645100 2041958 0.0506031 0.0508613 0.9493969 0.9491387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1318 142510 24960 2662076 0.0501560 0.0508132 0.9498440 0.9491868
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 371 143337 7049 2680107 0.0500000 0.0507667 0.9500000 0.9492333
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8188 135017 156906 2530753 0.0495960 0.0506484 0.9504040 0.9493516
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1569 137004 29348 2649466 0.0507488 0.0491676 0.9492512 0.9508324
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8125 128467 158882 2521913 0.0486507 0.0484712 0.9513493 0.9515288
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 10292 126088 201355 2479652 0.0486281 0.0483886 0.9513719 0.9516114
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 381 135860 6915 2674231 0.0522204 0.0483472 0.9477796 0.9516528
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2 B Cell (Memory) B Cell (Memory) 1901 133966 36491 2645029 0.0495155 0.0482066 0.9504845 0.9517934
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1471 130133 29526 2638928 0.0474562 0.0469954 0.9525438 0.9530046
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 9746 119819 199014 2471479 0.0466852 0.0462390 0.9533148 0.9537610
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1616 127764 32240 2638438 0.0477316 0.0461875 0.9522684 0.9538125
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 7593 121706 156871 2513888 0.0461682 0.0461778 0.9538318 0.9538222
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1762 127078 36269 2634949 0.0463306 0.0460090 0.9536694 0.9539910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 78857 7347 5840 1444913 0.9310483 0.0050590 0.0689517 0.9949410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 192823 4509 6533 1333092 0.9672295 0.0033710 0.0327705 0.9966290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 685073 2491 1327 848066 0.9980667 0.0029287 0.0019333 0.9970713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200849 1717 414 1333977 0.9979430 0.0012855 0.0020570 0.9987145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 186814 1260 3444 1345439 0.9818983 0.0009356 0.0181017 0.9990644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 199435 3396 2117 1151696 0.9894965 0.0029400 0.0105035 0.9970600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 604463 1956 961 749264 0.9984127 0.0026038 0.0015873 0.9973962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 67474 2521 4370 1282279 0.9391738 0.0019622 0.0608262 0.9980378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 166577 1680 234 1188153 0.9985972 0.0014120 0.0014028 0.9985880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 179069 1171 3082 1173322 0.9830800 0.0009970 0.0169200 0.9990030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 180958 5442 1697 1220369 0.9907093 0.0044395 0.0092907 0.9955605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 659628 2410 1613 744815 0.9975606 0.0032253 0.0024394 0.9967747
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 66596 2572 7008 1332290 0.9047878 0.0019268 0.0952122 0.9980732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 175254 1615 1979 1229618 0.9888339 0.0013117 0.0111661 0.9986883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 153814 672 480 1253500 0.9968891 0.0005358 0.0031109 0.9994642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 179557 3949 1292 1237113 0.9928559 0.0031820 0.0071441 0.9968180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 668533 1765 1430 750183 0.9978656 0.0023472 0.0021344 0.9976528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 60713 2327 4703 1354168 0.9281063 0.0017155 0.0718937 0.9982845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 152824 1252 2713 1265122 0.9825572 0.0009886 0.0174428 0.9990114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176626 1223 407 1243655 0.9977010 0.0009824 0.0022990 0.9990176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 183211 3037 1170 1217353 0.9936544 0.0024885 0.0063456 0.9975115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 593802 1593 937 808439 0.9984245 0.0019666 0.0015755 0.9980334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 189437 1668 2624 1211042 0.9863377 0.0013754 0.0136623 0.9986246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 63359 1671 3494 1336247 0.9477361 0.0012490 0.0522639 0.9987510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 203722 1028 926 1199095 0.9954752 0.0008566 0.0045248 0.9991434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 664528 23122 21872 827435 0.9681352 0.0271845 0.0318648 0.9728155
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 54436 35718 30261 1416542 0.6427146 0.0245948 0.3572854 0.9754052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 171161 10811 28195 1326790 0.8585696 0.0080824 0.1414304 0.9919176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7665 1681 1328029 0.9916477 0.0057386 0.0083523 0.9942614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 2 CD19 CD19 174892 3320 91 1358654 0.9994799 0.0024376 0.0005201 0.9975624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 574209 30896 31215 720324 0.9484411 0.0411278 0.0515589 0.9588722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 15575 30900 56269 1253900 0.2167892 0.0240504 0.7832108 0.9759496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 164628 18436 2183 1171397 0.9869133 0.0154946 0.0130867 0.9845054
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 154235 12835 47317 1142257 0.7652368 0.0111117 0.2347632 0.9888883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 128397 2573 465 1225209 0.9963915 0.0020956 0.0036085 0.9979044
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 35716 85394 37888 1249468 0.4852454 0.0639722 0.5147546 0.9360278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 632867 31659 28374 715566 0.9570898 0.0423688 0.0429102 0.9576312
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 148955 25474 5339 1228698 0.9653972 0.0203114 0.0346028 0.9796886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 85896 316 96759 1225495 0.4702636 0.0002578 0.5297364 0.9997422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174277 23242 2756 1221636 0.9844323 0.0186701 0.0155677 0.9813299
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 51660 19460 13756 1337035 0.7897151 0.0143458 0.2102849 0.9856542
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 2 CD19 CD19 172981 17182 132 1231616 0.9992375 0.0137588 0.0007625 0.9862412
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 657296 7303 12667 744645 0.9810930 0.0097121 0.0189070 0.9902879
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 173380 8381 7469 1232681 0.9587004 0.0067531 0.0412996 0.9932469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 572503 16187 22236 793845 0.9626122 0.0199832 0.0373878 0.9800168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 202449 15718 2199 1184405 0.9892547 0.0130970 0.0107453 0.9869030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 48303 15514 18550 1322404 0.7225255 0.0115956 0.2774745 0.9884044
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 180303 11446 4078 1208944 0.9778828 0.0093790 0.0221172 0.9906210
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 2 CD19 CD19 162007 3950 82 1238732 0.9994941 0.0031786 0.0005059 0.9968214
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 195254 55592 4102 1282009 0.9794237 0.0415610 0.0205763 0.9584390
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 679879 22873 6521 827684 0.9904997 0.0268918 0.0095003 0.9731082
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 182830 10034 7428 1336665 0.9609583 0.0074508 0.0390417 0.9925492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 10719 6047 73978 1446213 0.1265570 0.0041639 0.8734430 0.9958361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 174466 4628 517 1357346 0.9970454 0.0033980 0.0029546 0.9966020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 602657 22597 2767 728623 0.9954296 0.0300804 0.0045704 0.9699196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 47356 11682 24488 1273118 0.6591504 0.0090925 0.3408496 0.9909075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 173242 5907 8909 1168586 0.9510900 0.0050294 0.0489100 0.9949706
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 165968 5761 843 1184072 0.9949464 0.0048419 0.0050536 0.9951581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 189798 3181 11754 1151911 0.9416825 0.0027539 0.0583175 0.9972461
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 659311 18596 1930 728629 0.9970812 0.0248867 0.0029188 0.9751133
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 165340 14276 11893 1216957 0.9328962 0.0115949 0.0671038 0.9884051
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 63910 14860 9694 1320002 0.8682952 0.0111322 0.1317048 0.9888678
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 156428 1889 3011 1247138 0.9811150 0.0015124 0.0188850 0.9984876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 170049 1673 12606 1224138 0.9309846 0.0013648 0.0690154 0.9986352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 667803 11559 2160 740389 0.9967759 0.0153721 0.0032241 0.9846279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 59122 17139 6294 1339356 0.9037850 0.0126348 0.0962150 0.9873652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 146306 12012 9231 1254362 0.9406508 0.0094853 0.0593492 0.9905147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 171291 3013 1822 1245785 0.9894751 0.0024127 0.0105249 0.9975873
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 164678 733 16171 1240329 0.9105829 0.0005906 0.0894171 0.9994094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 182474 50927 1907 1169463 0.9896573 0.0417301 0.0103427 0.9582699
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 590252 14736 4487 795296 0.9924555 0.0181919 0.0075445 0.9818081
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 203787 5961 861 1194162 0.9957928 0.0049670 0.0042072 0.9950330
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 5147 4856 61706 1333062 0.0769898 0.0036295 0.9230102 0.9963705
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 181127 3171 10934 1209539 0.9430702 0.0026148 0.0569298 0.9973852
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 167295 34146 15248 1258041 0.9164690 0.0264250 0.0835310 0.9735750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 173899 31002 11891 1257938 0.9359976 0.0240523 0.0640024 0.9759477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 657943 15646 14564 786577 0.9783437 0.0195033 0.0216563 0.9804967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 19172 20631 45801 1389126 0.2950764 0.0146344 0.7049236 0.9853656
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 2 CD19 CD19 169325 4119 3701 1297585 0.9786102 0.0031643 0.0213898 0.9968357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 4 CD4 CD4 595828 39900 4994 636732 0.9916881 0.0589685 0.0083119 0.9410315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 168368 53105 10376 1045605 0.9419505 0.0483340 0.0580495 0.9516660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 13115 23011 42776 1198552 0.2346532 0.0188373 0.7653468 0.9811627
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 116549 12365 36593 1111947 0.7610518 0.0109978 0.2389482 0.9890022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 135566 1982 28291 1111615 0.8273434 0.0017798 0.1726566 0.9982202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 4 CD4 CD4 650321 119789 5283 561592 0.9919418 0.1758033 0.0080582 0.8241967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 123868 24484 45925 1142708 0.7295236 0.0209768 0.2704764 0.9790232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 126155 20307 28833 1161690 0.8139662 0.0171802 0.1860338 0.9828198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 13150 12176 40907 1270752 0.2432617 0.0094908 0.7567383 0.9905092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 137982 2443 15966 1180594 0.8962897 0.0020650 0.1037103 0.9979350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 4 CD4 CD4 653178 115751 10409 586947 0.9843140 0.1647237 0.0156860 0.8352763
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 104553 21864 44515 1195353 0.7013779 0.0179623 0.2986221 0.9820377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 121788 19183 36126 1189188 0.7712299 0.0158751 0.2287701 0.9841249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 17004 17851 35598 1295832 0.3232577 0.0135885 0.6767423 0.9864115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 159172 4464 11547 1191102 0.9323625 0.0037338 0.0676375 0.9962662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 173136 37490 10829 1085526 0.9411355 0.0333833 0.0588645 0.9666167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 4 CD4 CD4 574512 18374 8367 705728 0.9856454 0.0253749 0.0143546 0.9746251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 125876 18790 12661 1149654 0.9086093 0.0160812 0.0913907 0.9839188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 11428 12565 29892 1253096 0.2765731 0.0099276 0.7234269 0.9900724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 151592 3615 7200 1144574 0.9546577 0.0031484 0.0453423 0.9968516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5 CD8 CD8 33344 223750 166012 1113851 0.1672586 0.1672771 0.8327414 0.8327229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 29123 227784 145860 1134190 0.1664333 0.1672455 0.8335667 0.8327545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 13955 240986 70742 1211274 0.1647638 0.1659386 0.8352362 0.8340614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 33377 193426 168175 961666 0.1655999 0.1674551 0.8344001 0.8325449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 30323 196486 151828 978007 0.1664718 0.1672943 0.8335282 0.8327057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 26025 211522 129512 1054852 0.1673235 0.1670296 0.8326765 0.8329704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 111009 124968 558954 626980 0.1656942 0.1661923 0.8343058 0.8338077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 31930 202932 160131 1009778 0.1662493 0.1673376 0.8337507 0.8326624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5 CD8 CD8 30916 204177 153465 1016213 0.1676745 0.1673047 0.8323255 0.8326953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 99091 135520 495648 674512 0.1666126 0.1673020 0.8333874 0.8326980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 11163 223695 55690 1114223 0.1669783 0.1671963 0.8330217 0.8328037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 26914 206254 135175 1036428 0.1660446 0.1659749 0.8339554 0.8340251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 4 CD4 CD4 682680 27973 3720 822584 0.9945804 0.0328879 0.0054196 0.9671121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5 CD8 CD8 197690 41291 1666 1296310 0.9916431 0.0308694 0.0083569 0.9691306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 6 Ungated Ungated 184321 6922 5937 1339777 0.9687950 0.0051400 0.0312050 0.9948600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200138 2473 1125 1333221 0.9944103 0.0018515 0.0055897 0.9981485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 2 CD19 CD19 173981 2418 1002 1359556 0.9942737 0.0017754 0.0057263 0.9982246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 4 CD4 CD4 602428 36558 5145 826910 0.9915319 0.0423386 0.0084681 0.9576614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5 CD8 CD8 196378 41584 1814 1231265 0.9908473 0.0326700 0.0091527 0.9673300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 2 CD19 CD19 175058 6645 56 1289282 0.9996802 0.0051276 0.0003198 0.9948724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 6 Ungated Ungated 188575 6498 8105 1267863 0.9587909 0.0050990 0.0412091 0.9949010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 207541 2889 3060 1257551 0.9854702 0.0022921 0.0145298 0.9977079
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 4 CD4 CD4 602303 34688 3121 716532 0.9948449 0.0461756 0.0051551 0.9538244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5 CD8 CD8 197684 15832 3868 1139260 0.9808089 0.0137063 0.0191911 0.9862937
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 6 Ungated Ungated 170540 4985 11611 1169508 0.9362562 0.0042444 0.0637438 0.9957556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165755 4092 1056 1185741 0.9936695 0.0034391 0.0063305 0.9965609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 2 CD19 CD19 128664 3267 198 1224515 0.9984635 0.0026609 0.0015365 0.9973391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 4 CD4 CD4 664635 8574 5328 743374 0.9920473 0.0114024 0.0079527 0.9885976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5 CD8 CD8 178073 14030 2776 1227032 0.9846502 0.0113048 0.0153498 0.9886952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 6 Ungated Ungated 149596 8987 5941 1257387 0.9618033 0.0070966 0.0381967 0.9929034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 3 CD3+ CD3+ 45119 6867 20297 1349628 0.6897242 0.0050623 0.3102758 0.9949377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 169990 2533 7043 1242345 0.9602165 0.0020347 0.0397835 0.9979653
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 4 CD4 CD4 659428 31978 1813 715247 0.9972582 0.0427957 0.0027418 0.9572043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 6 Ungated Ungated 162079 23511 15154 1207722 0.9144967 0.0190955 0.0855033 0.9809045
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5 CD8 CD8 178773 12005 3882 1213806 0.9787468 0.0097935 0.0212532 0.9902065
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 130508 4810 23786 1249362 0.8458398 0.0038352 0.1541602 0.9961648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 2 CD19 CD19 159036 3842 403 1245185 0.9974724 0.0030760 0.0025276 0.9969240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 4 CD4 CD4 656202 18659 30198 831898 0.9560052 0.0219374 0.0439948 0.9780626
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 3 CD3+ CD3+ 54375 29374 30322 1422886 0.6419944 0.0202264 0.3580056 0.9797736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 5 CD8 CD8 181815 16884 17541 1320717 0.9120117 0.0126226 0.0879883 0.9873774
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 198960 8074 2303 1327620 0.9885573 0.0060448 0.0114427 0.9939552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 2 CD19 CD19 174910 4666 73 1357308 0.9995828 0.0034259 0.0004172 0.9965741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 4 CD4 CD4 588131 17792 19442 845676 0.9680006 0.0206053 0.0319994 0.9793947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 5 CD8 CD8 192149 19049 6043 1253800 0.9695094 0.0149656 0.0304906 0.9850344
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 3 CD3+ CD3+ 45826 10196 37055 1377964 0.5529132 0.0073450 0.4470868 0.9926550
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 208697 8712 1904 1251728 0.9909592 0.0069119 0.0090408 0.9930881
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 2 CD19 CD19 175051 4173 63 1291754 0.9996402 0.0032201 0.0003598 0.9967799
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 4 CD4 CD4 573702 29785 31722 721435 0.9476037 0.0396488 0.0523963 0.9603512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164203 26097 2608 1163736 0.9843655 0.0219333 0.0156345 0.9780667
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 2 CD19 CD19 126777 22215 2085 1205567 0.9838199 0.0180936 0.0161801 0.9819064
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 5 CD8 CD8 178216 17859 23336 1137233 0.8842185 0.0154611 0.1157815 0.9845389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 3 CD3+ CD3+ 9124 8131 62720 1276669 0.1269974 0.0063286 0.8730026 0.9936714
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 171772 25331 5261 1219547 0.9702824 0.0203482 0.0297176 0.9796518
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 5 CD8 CD8 151184 16324 29665 1224738 0.8359681 0.0131533 0.1640319 0.9868467
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 3 CD3+ CD3+ 26299 17824 39117 1338671 0.4020270 0.0131397 0.5979730 0.9868603
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 4 CD4 CD4 648998 4003 20965 747945 0.9687072 0.0053235 0.0312928 0.9946765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 2 CD19 CD19 172865 5959 248 1242839 0.9985674 0.0047718 0.0014326 0.9952282
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 3 CD3+ CD3+ 52589 96362 21015 1238500 0.7144856 0.0721887 0.2855144 0.9278113
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149389 23585 4905 1230587 0.9682100 0.0188052 0.0317900 0.9811948
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 4 CD4 CD4 638598 7840 22643 739385 0.9657568 0.0104922 0.0342432 0.9895078
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 2 CD19 CD19 159206 5077 233 1243950 0.9985386 0.0040648 0.0014614 0.9959352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 5 CD8 CD8 78003 263 104652 1225548 0.4270510 0.0002146 0.5729490 0.9997854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 5 CD8 CD8 186082 278789 13274 1058812 0.9334156 0.2084246 0.0665844 0.7915754
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 181589 93898 19674 1241796 0.9022473 0.0702990 0.0977527 0.9297010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 4 CD4 CD4 494042 55218 192358 795339 0.7197582 0.0649198 0.2802418 0.9350802
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 6 Ungated Ungated 46216 48294 144042 1298405 0.2429123 0.0358610 0.7570877 0.9641390
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 2 CD19 CD19 139113 13680 35870 1348294 0.7950087 0.0100442 0.2049913 0.9899558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 4 CD4 CD4 573064 208517 34509 654951 0.9432019 0.2414878 0.0567981 0.7585122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 6 Ungated Ungated 81165 122241 115515 1152120 0.4126754 0.0959234 0.5873246 0.9040766
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 2 CD19 CD19 143915 101517 31199 1194410 0.8218361 0.0783354 0.1781639 0.9216646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 102671 19747 107930 1240693 0.4875143 0.0156668 0.5124857 0.9843332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5 CD8 CD8 103147 14889 95045 1257960 0.5204398 0.0116974 0.4795602 0.9883026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 2 CD19 CD19 126000 231308 2862 996474 0.9777902 0.1883950 0.0222098 0.8116050
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 3 CD3+ CD3+ 25234 127938 46610 1156862 0.3512332 0.0995781 0.6487668 0.9004219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 4 CD4 CD4 551300 64052 54124 687168 0.9106015 0.0852640 0.0893985 0.9147360
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 140228 23261 26583 1166572 0.8406400 0.0195498 0.1593600 0.9804502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 6 Ungated Ungated 21951 19795 160200 1154698 0.1205099 0.0168541 0.8794901 0.9831459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 6 Ungated Ungated 92457 285606 63080 980768 0.5944373 0.2255305 0.4055627 0.7744695
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 5 CD8 CD8 165860 215071 14989 1025991 0.9171187 0.1732959 0.0828813 0.8267041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 4 CD4 CD4 313730 64792 356233 687156 0.4682796 0.0861655 0.5317204 0.9138345
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 2 CD19 CD19 107641 21261 65472 1227537 0.6217962 0.0170252 0.3782038 0.9829748
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 141708 9769 35325 1235109 0.8004609 0.0078474 0.1995391 0.9921526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 4 CD4 CD4 648908 235819 12333 511406 0.9813487 0.3155930 0.0186513 0.6844070
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5 CD8 CD8 148452 55787 34203 1170024 0.8127453 0.0455103 0.1872547 0.9544897
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 113789 15167 40505 1239005 0.7374817 0.0120932 0.2625183 0.9879068
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 3 CD3+ CD3+ 5074 11760 68530 1323102 0.0689365 0.0088099 0.9310635 0.9911901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 2 CD19 CD19 110149 10766 49290 1238261 0.6908536 0.0086195 0.3091464 0.9913805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 4 CD4 CD4 627893 24332 23080 718829 0.9645454 0.0327412 0.0354546 0.9672588
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 6 Ungated Ungated 168851 33203 12191 1179889 0.9326620 0.0273706 0.0673380 0.9726294
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5 CD8 CD8 120876 29967 22157 1221134 0.8450917 0.0239525 0.1549083 0.9760475
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 3 CD3+ CD3+ 12381 23645 39226 1318882 0.2399093 0.0176123 0.7600907 0.9823877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 2 CD19 CD19 167614 4529 4366 1217625 0.9746133 0.0037058 0.0253867 0.9962942
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 4 CD4 CD4 591938 45994 10470 733261 0.9826198 0.0590230 0.0173802 0.9409770
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 6 Ungated Ungated 176306 51048 14152 1140157 0.9256949 0.0428541 0.0743051 0.9571459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 3 CD3+ CD3+ 10006 14953 51971 1304733 0.1614470 0.0113307 0.8385530 0.9886693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 5 CD8 CD8 116283 13445 32987 1218948 0.7790112 0.0109097 0.2209888 0.9890903
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 2 CD19 CD19 165790 7759 6896 1201218 0.9600662 0.0064178 0.0399338 0.9935822
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 4 CD4 CD4 592891 40175 7767 654565 0.9870692 0.0578274 0.0129308 0.9421726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 6 Ungated Ungated 161851 55609 14765 1063173 0.9164006 0.0497049 0.0835994 0.9502951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 3 CD3+ CD3+ 13957 37139 47105 1197197 0.2285710 0.0300882 0.7714290 0.9699118
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 5 CD8 CD8 117618 15789 51764 1110227 0.6943949 0.0140220 0.3056051 0.9859780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 137684 6033 25613 1126068 0.8431508 0.0053290 0.1568492 0.9946710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 4 CD4 CD4 653672 142201 9923 558906 0.9850466 0.2028235 0.0149534 0.7971765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 5 CD8 CD8 116216 18180 40584 1189722 0.7411735 0.0150509 0.2588265 0.9849491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 6 Ungated Ungated 94718 17735 53603 1198646 0.6386014 0.0145801 0.3613986 0.9854199
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 3 CD3+ CD3+ 14466 16248 38199 1295789 0.2746796 0.0123838 0.7253204 0.9876162
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 2 CD19 CD19 156869 4683 14132 1189018 0.9173572 0.0039231 0.0826428 0.9960769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 4 CD4 CD4 646313 84989 9729 607607 0.9851702 0.1227108 0.0148298 0.8772892
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 5 CD8 CD8 152518 44152 13340 1138628 0.9195698 0.0373290 0.0804302 0.9626710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 6 Ungated Ungated 118027 23114 48152 1159345 0.7102402 0.0195474 0.2897598 0.9804526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 3 CD3+ CD3+ 12302 14661 47016 1274659 0.2073907 0.0113711 0.7926093 0.9886289
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 2 CD19 CD19 140138 2571 13195 1192734 0.9139455 0.0021509 0.0860545 0.9978491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 2 CD19 CD19 29256 227871 145727 1134103 0.1671934 0.1673094 0.8328066 0.8326906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 4 CD4 CD4 101300 144492 506273 718976 0.1667289 0.1673391 0.8332711 0.8326609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 6 Ungated Ungated 33147 212930 163533 1061431 0.1685326 0.1670877 0.8314674 0.8329123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 2 CD19 CD19 29414 216519 145700 1079408 0.1679706 0.1670765 0.8320294 0.8329235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 2 CD19 CD19 21486 205317 107376 1022465 0.1667365 0.1672259 0.8332635 0.8327741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 5 CD8 CD8 33786 193023 167766 962069 0.1676292 0.1671062 0.8323708 0.8328938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29420 208301 147613 1036577 0.1661837 0.1673264 0.8338163 0.8326736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 4 CD4 CD4 111750 125797 558213 626151 0.1668003 0.1672948 0.8331997 0.8327052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 3 CD3+ CD3+ 10990 226710 54426 1129785 0.1680017 0.1671293 0.8319983 0.8328707
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 4 CD4 CD4 110140 125092 551101 622133 0.1665656 0.1674087 0.8334344 0.8325913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 5 CD8 CD8 30583 205143 152072 1020668 0.1674359 0.1673529 0.8325641 0.8326471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 2 CD19 CD19 26728 208731 132711 1040296 0.1676378 0.1671149 0.8323622 0.8328851
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD4 CD4 684351 6418 2049 844139 0.9970149 0.0075456 0.0029851 0.9924544
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD3+ CD3+ 72438 9350 12259 1442910 0.8552605 0.0064382 0.1447395 0.9935618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD8 CD8 190312 6757 9044 1330844 0.9546339 0.0050516 0.0453661 0.9949484
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 6 Ungated Ungated 186350 2555 3908 1344144 0.9794595 0.0018972 0.0205405 0.9981028
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200305 2051 958 1333643 0.9952401 0.0015355 0.0047599 0.9984645
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD4 CD4 604528 7742 3045 855726 0.9949883 0.0089662 0.0050117 0.9910338
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD8 CD8 193820 10545 4372 1262304 0.9779406 0.0082846 0.0220594 0.9917154
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD3+ CD3+ 65960 6329 16921 1381831 0.7958398 0.0045593 0.2041602 0.9954407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 6 Ungated Ungated 192634 2142 4046 1272219 0.9794285 0.0016808 0.0205715 0.9983192
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209139 1827 1462 1258613 0.9930580 0.0014495 0.0069420 0.9985505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 4 CD4 CD4 603741 15382 1683 735838 0.9972201 0.0204760 0.0027799 0.9795240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5 CD8 CD8 197367 7850 4185 1147242 0.9792361 0.0067960 0.0207639 0.9932040
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 3 CD3+ CD3+ 49669 4552 22175 1280248 0.6913451 0.0035430 0.3086549 0.9964570
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 6 Ungated Ungated 178119 2395 4032 1172098 0.9778645 0.0020392 0.0221355 0.9979608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166301 2127 510 1187706 0.9969426 0.0017876 0.0030574 0.9982124
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5 CD8 CD8 178469 7677 2380 1233385 0.9868398 0.0061858 0.0131602 0.9938142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 4 CD4 CD4 666454 2716 3509 749232 0.9947624 0.0036120 0.0052376 0.9963880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 3 CD3+ CD3+ 55903 4627 9513 1351868 0.8545769 0.0034110 0.1454231 0.9965890
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 6 Ungated Ungated 152209 2414 3328 1263960 0.9786032 0.0019062 0.0213968 0.9980938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176206 1633 827 1243245 0.9953286 0.0013118 0.0046714 0.9986882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 5 CD8 CD8 179917 9246 2738 1216565 0.9850100 0.0075428 0.0149900 0.9924572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 4 CD4 CD4 658924 4687 2317 742538 0.9964960 0.0062725 0.0035040 0.9937275
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 3 CD3+ CD3+ 60773 4101 12831 1330761 0.8256752 0.0030722 0.1743248 0.9969278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 6 Ungated Ungated 174229 2911 3004 1228322 0.9830506 0.0023643 0.0169494 0.9976357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 2 CD19 CD19 159030 1093 409 1247934 0.9974348 0.0008751 0.0025652 0.9991249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD4 CD4 660084 16623 26316 833934 0.9616608 0.0195437 0.0383392 0.9804563
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD3+ CD3+ 57751 27329 26946 1424931 0.6818541 0.0188183 0.3181459 0.9811817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199915 8163 1348 1327531 0.9933023 0.0061114 0.0066977 0.9938886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD8 CD8 180979 7207 18377 1330394 0.9078182 0.0053880 0.0921818 0.9946120
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 2 CD19 CD19 174888 7078 95 1354896 0.9994571 0.0051969 0.0005429 0.9948031
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD3+ CD3+ 42979 84608 39902 1303552 0.5185628 0.0609497 0.4814372 0.9390503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD4 CD4 546136 21098 61437 842370 0.8988813 0.0244340 0.1011187 0.9755660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209528 24821 1073 1235619 0.9949051 0.0196923 0.0050949 0.9803077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD19 CD19 173578 20407 1536 1275520 0.9912286 0.0157470 0.0087714 0.9842530
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD8 CD8 99945 530 98247 1272319 0.5042837 0.0004164 0.4957163 0.9995836
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 4 CD4 CD4 573000 26930 32424 724290 0.9464441 0.0358484 0.0535559 0.9641516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 3 CD3+ CD3+ 18580 20529 53264 1264271 0.2586159 0.0159784 0.7413841 0.9840216
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164279 16382 2532 1173451 0.9848211 0.0137683 0.0151789 0.9862317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5 CD8 CD8 161294 11980 40258 1143112 0.8002600 0.0103715 0.1997400 0.9896285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 2 CD19 CD19 128517 3099 345 1224683 0.9973227 0.0025241 0.0026773 0.9974759
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 2 CD19 CD19 172064 26268 1049 1222530 0.9939404 0.0210346 0.0060596 0.9789654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 176837 24286 196 1220592 0.9988929 0.0195087 0.0011071 0.9804913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 3 CD3+ CD3+ 51100 15920 14316 1340575 0.7811545 0.0117361 0.2188455 0.9882639
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 4 CD4 CD4 657977 6362 11986 745586 0.9821095 0.0084607 0.0178905 0.9915393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5 CD8 CD8 173972 8977 6877 1232085 0.9619738 0.0072333 0.0380262 0.9927667
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 3 CD3+ CD3+ 51725 73437 21879 1261425 0.7027471 0.0550147 0.2972529 0.9449853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149099 23833 5195 1230339 0.9663305 0.0190030 0.0336695 0.9809970
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 4 CD4 CD4 640716 4839 20525 742386 0.9689599 0.0064760 0.0310401 0.9935240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5 CD8 CD8 100140 298 82515 1225513 0.5482467 0.0002431 0.4517533 0.9997569
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 4 CD4 CD4 686400 850537 0 20 1.0000000 0.9999765 0.0000000 0.0000235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD8 CD8 0 11 199356 1337590 0.0000000 0.0000082 1.0000000 0.9999918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD19 CD19 1 4 174982 1361970 0.0000057 0.0000029 0.9999943 0.9999971
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD3+ CD3+ 0 3 84697 1452257 0.0000000 0.0000021 1.0000000 0.9999979
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0 0 201263 1335694 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 4 CD4 CD4 593177 47709 14396 815759 0.9763057 0.0552528 0.0236943 0.9447472
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD8 CD8 185128 44150 13064 1228699 0.9340841 0.0346860 0.0659159 0.9653140
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 Ungated Ungated 169123 42924 27557 1231437 0.8598892 0.0336828 0.1401108 0.9663172
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 200985 11834 9616 1248606 0.9543402 0.0093888 0.0456598 0.9906112
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD19 CD19 162631 5820 12483 1290107 0.9287150 0.0044910 0.0712850 0.9955090
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 4 CD4 CD4 599135 50988 6289 700232 0.9896122 0.0678736 0.0103878 0.9321264
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 3 CD3+ CD3+ 22227 34447 49617 1250353 0.3093787 0.0268112 0.6906213 0.9731888
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5 CD8 CD8 170241 27409 31311 1127683 0.8446505 0.0237288 0.1553495 0.9762712
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 6 Ungated Ungated 141818 23756 40333 1150737 0.7785738 0.0202266 0.2214262 0.9797734
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 2 CD19 CD19 123799 6794 5063 1220988 0.9607099 0.0055336 0.0392901 0.9944664
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 4 CD4 CD4 648087 50619 21876 701329 0.9673475 0.0673172 0.0326525 0.9326828
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5 CD8 CD8 177717 59784 3132 1181278 0.9826817 0.0481716 0.0173183 0.9518284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 6 Ungated Ungated 113394 26889 42143 1239485 0.7290484 0.0212331 0.2709516 0.9787669
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 2 CD19 CD19 170873 23603 2240 1225195 0.9870605 0.0189006 0.0129395 0.9810994
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 3 CD3+ CD3+ 2834 2419 62582 1354076 0.0433227 0.0017833 0.9566773 0.9982167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 4 CD4 CD4 656685 86838 4556 660387 0.9931099 0.1162140 0.0068901 0.8837860
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5 CD8 CD8 164601 37337 18054 1188474 0.9011579 0.0304590 0.0988421 0.9695410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 6 Ungated Ungated 139583 34885 37650 1196348 0.7875678 0.0283334 0.2124322 0.9716666
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 2 CD19 CD19 154089 9566 5350 1239461 0.9664448 0.0076588 0.0335552 0.9923412
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 120561 1172 33733 1253000 0.7813719 0.0009345 0.2186281 0.9990655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 5 CD8 CD8 170310 37854 19116 1260198 0.8990846 0.0291622 0.1009154 0.9708378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 6 Ungated Ungated 175159 34645 11206 1266468 0.9398707 0.0266272 0.0601293 0.9733728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 4 CD4 CD4 657081 14448 15567 800382 0.9768571 0.0177313 0.0231429 0.9822687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 3 CD3+ CD3+ 21705 24834 48805 1392134 0.3078287 0.0175262 0.6921713 0.9824738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 2 CD19 CD19 169224 3890 3947 1310417 0.9772075 0.0029597 0.0227925 0.9970403
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 4 CD4 CD4 585849 35204 13152 744288 0.9780434 0.0451627 0.0219566 0.9548373
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 6 Ungated Ungated 175306 53169 14725 1135293 0.9225126 0.0447377 0.0774874 0.9552623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 5 CD8 CD8 129710 18155 24393 1206235 0.8417098 0.0148278 0.1582902 0.9851722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 3 CD3+ CD3+ 9216 12613 48811 1307853 0.1588226 0.0095519 0.8411774 0.9904481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 2 CD19 CD19 166586 4955 4830 1202122 0.9718229 0.0041050 0.0281771 0.9958950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 4 CD4 CD4 595140 36873 5881 648212 0.9902150 0.0538225 0.0097850 0.9461775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 6 Ungated Ungated 168332 53919 10626 1053229 0.9406229 0.0487008 0.0593771 0.9512992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 3 CD3+ CD3+ 14972 29131 43230 1198773 0.2572420 0.0237242 0.7427580 0.9762758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 5 CD8 CD8 118419 12851 40539 1114297 0.7449704 0.0114013 0.2550296 0.9885987
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136519 2338 27395 1119854 0.8328697 0.0020834 0.1671303 0.9979166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 4 CD4 CD4 653147 119917 10777 584198 0.9837677 0.1703088 0.0162323 0.8296912
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 6 Ungated Ungated 102079 20907 46768 1198285 0.6857982 0.0171482 0.3142018 0.9828518
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5 CD8 CD8 119887 19231 38892 1190029 0.7550558 0.0159031 0.2449442 0.9840969
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 3 CD3+ CD3+ 18283 20351 35278 1294127 0.3413491 0.0154822 0.6586509 0.9845178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 2 CD19 CD19 159229 4460 11478 1192872 0.9327620 0.0037249 0.0672380 0.9962751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 4 CD4 CD4 649341 109926 6426 578186 0.9902008 0.1597502 0.0097992 0.8402498
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 6 Ungated Ungated 124727 24522 45377 1149253 0.7332397 0.0208916 0.2667603 0.9791084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5 CD8 CD8 137769 21841 21323 1162946 0.8659706 0.0184345 0.1340294 0.9815655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 3 CD3+ CD3+ 14462 13640 41510 1274267 0.2583792 0.0105908 0.7416208 0.9894092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 2 CD19 CD19 138059 2232 15678 1187910 0.8980206 0.0018754 0.1019794 0.9981246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 6 Ungated Ungated 31674 225453 158584 1121246 0.1664792 0.1674116 0.8335208 0.8325884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 2 CD19 CD19 29227 216565 145887 1079362 0.1669027 0.1671120 0.8330973 0.8328880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 6 Ungated Ungated 33147 212930 163533 1061431 0.1685326 0.1670877 0.8314674 0.8329123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5 CD8 CD8 33311 212622 164881 1060227 0.1680744 0.1670442 0.8319256 0.8329558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 6 Ungated Ungated 30682 196537 151469 977956 0.1684427 0.1673377 0.8315573 0.8326623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 3 CD3+ CD3+ 11017 226530 54399 1129965 0.1684145 0.1669966 0.8315855 0.8330034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 5 CD8 CD8 30631 204828 152024 1020983 0.1676987 0.1670959 0.8323013 0.8329041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 2 CD19 CD19 26585 208647 132854 1040380 0.1667409 0.1670476 0.8332591 0.8329524
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD3+ CD3+ 78426 8581 6271 1443679 0.9259596 0.0059087 0.0740404 0.9940913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD8 CD8 191925 4630 7431 1332971 0.9627250 0.0034614 0.0372750 0.9965386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD4 CD4 684702 2864 1698 847693 0.9975262 0.0033672 0.0024738 0.9966328
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200806 1825 457 1333869 0.9977293 0.0013663 0.0022707 0.9986337
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 6 Ungated Ungated 186611 1348 3647 1345351 0.9808313 0.0010010 0.0191687 0.9989990
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD8 CD8 195371 7145 2821 1265704 0.9857663 0.0056134 0.0142337 0.9943866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD4 CD4 605641 3237 1932 860231 0.9968201 0.0037488 0.0031799 0.9962512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD3+ CD3+ 73341 3582 9540 1384578 0.8848952 0.0025804 0.1151048 0.9974196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 6 Ungated Ungated 193522 2186 3158 1272175 0.9839435 0.0017154 0.0160565 0.9982846
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209988 1673 613 1258767 0.9970893 0.0013273 0.0029107 0.9986727
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5 CD8 CD8 197882 3984 3670 1151108 0.9817913 0.0034491 0.0182087 0.9965509
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 4 CD4 CD4 604489 2590 935 748630 0.9984556 0.0034477 0.0015444 0.9965523
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 3 CD3+ CD3+ 66400 4065 5444 1280735 0.9242247 0.0031639 0.0757753 0.9968361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166472 1830 339 1188003 0.9979678 0.0015380 0.0020322 0.9984620
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 6 Ungated Ungated 178672 1266 3479 1173227 0.9809005 0.0010779 0.0190995 0.9989221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5 CD8 CD8 178913 5426 1936 1235636 0.9892949 0.0043721 0.0107051 0.9956279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 4 CD4 CD4 668084 2218 1879 749730 0.9971954 0.0029497 0.0028046 0.9970503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 3 CD3+ CD3+ 58833 3283 6583 1353212 0.8993671 0.0024202 0.1006329 0.9975798
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176647 1512 386 1243366 0.9978196 0.0012146 0.0021804 0.9987854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 6 Ungated Ungated 152416 1318 3121 1265056 0.9799340 0.0010408 0.0200660 0.9989592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5 CD8 CD8 180344 6671 2311 1219140 0.9873477 0.0054421 0.0126523 0.9945579
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 4 CD4 CD4 659326 2582 1915 744643 0.9971039 0.0034555 0.0028961 0.9965445
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 3 CD3+ CD3+ 65293 3430 8311 1331432 0.8870849 0.0025696 0.1129151 0.9974304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 6 Ungated Ungated 175075 1870 2158 1229363 0.9878239 0.0015188 0.0121761 0.9984812
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153685 750 609 1253422 0.9960530 0.0005980 0.0039470 0.9994020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD4 CD4 664382 22961 22018 827596 0.9679225 0.0269953 0.0320775 0.9730047
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD3+ CD3+ 53814 32090 30883 1420170 0.6353708 0.0220966 0.3646292 0.9779034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD8 CD8 174864 11292 24492 1326309 0.8771444 0.0084420 0.1228556 0.9915580
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7426 1681 1328268 0.9916477 0.0055597 0.0083523 0.9944403
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 2 CD19 CD19 174892 3324 91 1358650 0.9994799 0.0024406 0.0005201 0.9975594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD3+ CD3+ 45843 99999 37038 1288161 0.5531183 0.0720371 0.4468817 0.9279629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD4 CD4 551722 18036 55851 845432 0.9080752 0.0208879 0.0919248 0.9791121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD19 CD19 173591 20399 1523 1275528 0.9913028 0.0157409 0.0086972 0.9842591
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 210352 19634 249 1240806 0.9988177 0.0155771 0.0011823 0.9844229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD8 CD8 84224 410 113968 1272439 0.4249617 0.0003221 0.5750383 0.9996779
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 4 CD4 CD4 574351 30127 31073 721093 0.9486756 0.0401041 0.0513244 0.9598959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 3 CD3+ CD3+ 15915 33773 55929 1251027 0.2215216 0.0262866 0.7784784 0.9737134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164624 17888 2187 1171945 0.9868894 0.0150340 0.0131106 0.9849660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5 CD8 CD8 151509 12860 50043 1142232 0.7517117 0.0111333 0.2482883 0.9888667
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 2 CD19 CD19 128434 2574 428 1225208 0.9966786 0.0020965 0.0033214 0.9979035
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173742 23267 3291 1221611 0.9814102 0.0186902 0.0185898 0.9813098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 2 CD19 CD19 172977 18473 136 1230325 0.9992144 0.0147926 0.0007856 0.9852074
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 3 CD3+ CD3+ 51710 18905 13706 1337590 0.7904794 0.0139367 0.2095206 0.9860633
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 4 CD4 CD4 657567 6969 12396 744979 0.9814975 0.0092679 0.0185025 0.9907321
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5 CD8 CD8 173345 8324 7504 1232738 0.9585068 0.0067072 0.0414932 0.9932928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 3 CD3+ CD3+ 35716 81398 37888 1253464 0.4852454 0.0609786 0.5147546 0.9390214
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 4 CD4 CD4 632867 31659 28374 715566 0.9570898 0.0423688 0.0429102 0.9576312
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 25474 5339 1228698 0.9653972 0.0203114 0.0346028 0.9796886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5 CD8 CD8 87834 831 94821 1224980 0.4808738 0.0006779 0.5191262 0.9993221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD8 CD8 197200 57512 2156 1280089 0.9891852 0.0429964 0.0108148 0.9570036
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 Ungated Ungated 184597 25207 5661 1321492 0.9702457 0.0187176 0.0297543 0.9812824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 4 CD4 CD4 671280 14949 15120 835608 0.9779720 0.0175755 0.0220280 0.9824245
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD3+ CD3+ 14492 7952 70205 1444308 0.1711041 0.0054756 0.8288959 0.9945244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD19 CD19 170491 3424 4492 1358550 0.9743289 0.0025140 0.0256711 0.9974860
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD8 CD8 195599 53715 2593 1219134 0.9869167 0.0422006 0.0130833 0.9577994
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD4 CD4 601785 34922 5788 828546 0.9904736 0.0404439 0.0095264 0.9595561
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 Ungated Ungated 186529 27071 10151 1247290 0.9483882 0.0212428 0.0516118 0.9787572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 2 CD19 CD19 174275 6102 839 1289825 0.9952088 0.0047086 0.0047912 0.9952914
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD3+ CD3+ 926 238 81955 1387922 0.0111726 0.0001714 0.9888274 0.9998286
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5 CD8 CD8 198285 51162 3267 1103930 0.9837908 0.0442926 0.0162092 0.9557074
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 4 CD4 CD4 589624 14478 15800 736742 0.9739026 0.0192726 0.0260974 0.9807274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 6 Ungated Ungated 171593 18130 10558 1156363 0.9420371 0.0154364 0.0579629 0.9845636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 3 CD3+ CD3+ 10556 9497 61288 1275303 0.1469295 0.0073918 0.8530705 0.9926082
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 2 CD19 CD19 127337 7209 1525 1220573 0.9881656 0.0058716 0.0118344 0.9941284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 4 CD4 CD4 665460 16228 4503 735720 0.9932787 0.0215813 0.0067213 0.9784187
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 3 CD3+ CD3+ 41023 29032 24393 1327463 0.6271096 0.0214022 0.3728904 0.9785978
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 6 Ungated Ungated 144258 17724 11279 1248650 0.9274835 0.0139959 0.0725165 0.9860041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5 CD8 CD8 157282 14603 23567 1226459 0.8696869 0.0117665 0.1303131 0.9882335
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 2 CD19 CD19 170615 3484 2498 1245314 0.9855701 0.0027899 0.0144299 0.9972101
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 4 CD4 CD4 658986 41751 2255 705474 0.9965897 0.0558747 0.0034103 0.9441253
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5 CD8 CD8 176881 32898 5774 1192913 0.9683885 0.0268377 0.0316115 0.9731623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 6 Ungated Ungated 147454 14269 29779 1216964 0.8319782 0.0115892 0.1680218 0.9884108
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 3 CD3+ CD3+ 26417 9532 47187 1325330 0.3589071 0.0071408 0.6410929 0.9928592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 140781 2483 13513 1251689 0.9124204 0.0019798 0.0875796 0.9980202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5 CD8 CD8 166582 33205 14641 1259436 0.9192100 0.0256877 0.0807900 0.9743123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 6 Ungated Ungated 173989 30851 11808 1257216 0.9364468 0.0239514 0.0635532 0.9760486
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 4 CD4 CD4 657358 15483 15637 785386 0.9767651 0.0193327 0.0232349 0.9806673
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 3 CD3+ CD3+ 20163 21278 44701 1387722 0.3108504 0.0151015 0.6891496 0.9848985
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 2 CD19 CD19 169361 4085 3693 1296725 0.9786598 0.0031404 0.0213402 0.9968596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 4 CD4 CD4 592352 42168 9781 750103 0.9837561 0.0532242 0.0162439 0.9467758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 6 Ungated Ungated 178841 47934 12844 1154785 0.9329942 0.0398547 0.0670058 0.9601453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 3 CD3+ CD3+ 13511 20773 51411 1308709 0.2081113 0.0156249 0.7918887 0.9843751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5 CD8 CD8 122343 17755 34662 1219644 0.7792300 0.0143486 0.2207700 0.9856514
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 2 CD19 CD19 166654 4226 5536 1217988 0.9678495 0.0034577 0.0321505 0.9965423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 4 CD4 CD4 593521 38145 5781 628908 0.9903538 0.0571844 0.0096462 0.9428156
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 6 Ungated Ungated 167872 51869 10494 1036120 0.9411659 0.0476742 0.0588341 0.9523258
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 3 CD3+ CD3+ 13726 19088 38342 1195199 0.2636168 0.0157195 0.7363832 0.9842805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5 CD8 CD8 114658 11589 33351 1106757 0.7746691 0.0103626 0.2253309 0.9896374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136211 1997 27482 1100665 0.8321126 0.0018111 0.1678874 0.9981889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 4 CD4 CD4 653179 109728 10314 591928 0.9844550 0.1563843 0.0155450 0.8436157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 6 Ungated Ungated 105759 22399 43166 1193825 0.7101494 0.0184168 0.2898506 0.9815832
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5 CD8 CD8 123429 19205 34012 1188503 0.7839699 0.0159020 0.2160301 0.9840980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 3 CD3+ CD3+ 17301 18163 35148 1294537 0.3298633 0.0138364 0.6701367 0.9861636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 2 CD19 CD19 159548 4489 11111 1190001 0.9348936 0.0037581 0.0651064 0.9962419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 4 CD4 CD4 650125 128180 5183 550598 0.9920907 0.1888394 0.0079093 0.8111606
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 6 Ungated Ungated 121602 23478 48109 1140897 0.7165240 0.0201636 0.2834760 0.9798364
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5 CD8 CD8 121718 19366 31776 1161226 0.7929821 0.0164036 0.2070179 0.9835964
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 3 CD3+ CD3+ 12480 10968 40338 1270300 0.2362831 0.0085603 0.7637169 0.9914397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 2 CD19 CD19 137728 2458 16347 1177553 0.8939023 0.0020830 0.1060977 0.9979170
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 3 CD3+ CD3+ 14225 242869 70472 1209391 0.1679516 0.1672352 0.8320484 0.8327648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5 CD8 CD8 33261 223606 166095 1113995 0.1668422 0.1671694 0.8331578 0.8328306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 6 Ungated Ungated 31910 224997 158348 1121702 0.1677196 0.1670730 0.8322804 0.8329270
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 2 CD19 CD19 29332 216745 145782 1079182 0.1675023 0.1672509 0.8324977 0.8327491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 2 CD19 CD19 21450 205191 107412 1022591 0.1664571 0.1671233 0.8335429 0.8328767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 4 CD4 CD4 101375 125434 504049 625786 0.1674446 0.1669737 0.8325554 0.8330263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 6 Ungated Ungated 25785 211915 129752 1054459 0.1657805 0.1673400 0.8342195 0.8326600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25916 209316 128378 1044856 0.1679651 0.1668958 0.8320349 0.8331042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 4 CD4 CD4 682943 8349 3457 842208 0.9949636 0.0098159 0.0050364 0.9901841
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 3 CD3+ CD3+ 68440 12367 16257 1439893 0.8080570 0.0085157 0.1919430 0.9914843
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5 CD8 CD8 188812 9386 10544 1328215 0.9471097 0.0070170 0.0528903 0.9929830
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200079 2251 1184 1333443 0.9941172 0.0016853 0.0058828 0.9983147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 6 Ungated Ungated 185352 2185 4906 1344514 0.9742140 0.0016225 0.0257860 0.9983775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 4 CD4 CD4 605527 11411 2046 852057 0.9966325 0.0132153 0.0033675 0.9867847
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5 CD8 CD8 193763 12176 4429 1260673 0.9776530 0.0095659 0.0223470 0.9904341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 3 CD3+ CD3+ 60561 4746 22320 1383414 0.7306982 0.0034189 0.2693018 0.9965811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 6 Ungated Ungated 191943 3079 4737 1271282 0.9759152 0.0024161 0.0240848 0.9975839
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 2 CD19 CD19 174856 2210 258 1293717 0.9985267 0.0017053 0.0014733 0.9982947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 4 CD4 CD4 603708 20017 1716 731203 0.9971656 0.0266460 0.0028344 0.9733540
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5 CD8 CD8 195584 8024 5968 1147068 0.9703898 0.0069466 0.0296102 0.9930534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 3 CD3+ CD3+ 44627 5094 27217 1279706 0.6211653 0.0039648 0.3788347 0.9960352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 6 Ungated Ungated 177967 2986 4184 1171507 0.9770300 0.0025424 0.0229700 0.9974576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165383 2334 1428 1187499 0.9914394 0.0019616 0.0085606 0.9980384
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5 CD8 CD8 179017 10400 1832 1230662 0.9898700 0.0083799 0.0101300 0.9916201
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 4 CD4 CD4 666636 4139 3327 747809 0.9950341 0.0055044 0.0049659 0.9944956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 3 CD3+ CD3+ 52186 4104 13230 1352391 0.7977559 0.0030254 0.2022441 0.9969746
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 6 Ungated Ungated 152040 3141 3497 1263233 0.9775166 0.0024803 0.0224834 0.9975197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 175387 1615 1646 1243263 0.9907023 0.0012973 0.0092977 0.9987027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5 CD8 CD8 180692 11054 1963 1214757 0.9892530 0.0090177 0.0107470 0.9909823
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 4 CD4 CD4 656950 4245 4291 742980 0.9935107 0.0056810 0.0064893 0.9943190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 3 CD3+ CD3+ 59029 4776 14575 1330086 0.8019809 0.0035779 0.1980191 0.9964221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 6 Ungated Ungated 173506 2731 3727 1228502 0.9789712 0.0022181 0.0210288 0.9977819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 2 CD19 CD19 159110 1749 329 1247278 0.9979365 0.0014003 0.0020635 0.9985997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 3 CD3+ CD3+ 55930 48380 28767 1403880 0.6603540 0.0333136 0.3396460 0.9666864
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 4 CD4 CD4 661845 22198 24555 828359 0.9642264 0.0260982 0.0357736 0.9739018
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199841 8245 1422 1327449 0.9929346 0.0061728 0.0070654 0.9938272
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5 CD8 CD8 159602 7674 39754 1329927 0.8005879 0.0057371 0.1994121 0.9942629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 2 CD19 CD19 174889 3813 94 1358161 0.9994628 0.0027996 0.0005372 0.9972004
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 3 CD3+ CD3+ 42722 82829 40159 1305331 0.5154619 0.0596682 0.4845381 0.9403318
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 4 CD4 CD4 555135 21140 52438 842328 0.9136927 0.0244827 0.0863073 0.9755173
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209454 19359 1147 1241081 0.9945537 0.0153589 0.0054463 0.9846411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 2 CD19 CD19 174467 2487 647 1293440 0.9963053 0.0019191 0.0036947 0.9980809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5 CD8 CD8 100408 554 97784 1272295 0.5066198 0.0004352 0.4933802 0.9995648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 3 CD3+ CD3+ 34441 41461 37403 1243339 0.4793859 0.0322704 0.5206141 0.9677296
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164604 17217 2207 1172616 0.9867695 0.0144701 0.0132305 0.9855299
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5 CD8 CD8 149814 10073 51738 1145019 0.7433020 0.0087205 0.2566980 0.9912795
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 4 CD4 CD4 583039 4829 22385 746391 0.9630259 0.0064282 0.0369741 0.9935718
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 2 CD19 CD19 128498 4078 364 1223704 0.9971753 0.0033214 0.0028247 0.9966786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174394 18528 2639 1226350 0.9850932 0.0148834 0.0149068 0.9851166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 3 CD3+ CD3+ 28326 12408 37090 1344087 0.4330133 0.0091471 0.5669867 0.9908529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5 CD8 CD8 159006 7896 21843 1233166 0.8792197 0.0063623 0.1207803 0.9936377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 4 CD4 CD4 647677 3836 22286 748112 0.9667355 0.0051014 0.0332645 0.9948986
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 2 CD19 CD19 172645 4630 468 1244168 0.9972966 0.0037076 0.0027034 0.9962924
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 3 CD3+ CD3+ 35597 77819 38007 1257043 0.4836286 0.0582974 0.5163714 0.9417026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 4 CD4 CD4 632688 31156 28553 716069 0.9568191 0.0416956 0.0431809 0.9583044
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 5339 1227819 0.9653972 0.0210123 0.0346028 0.9789877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5 CD8 CD8 93331 383 89324 1225428 0.5109688 0.0003124 0.4890312 0.9996876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 6 Ungated Ungated 181017 197310 9241 1149389 0.9514291 0.1465138 0.0485709 0.8534862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5 CD8 CD8 184485 49751 14871 1287850 0.9254048 0.0371942 0.0745952 0.9628058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 4 CD4 CD4 619813 29460 66587 821097 0.9029910 0.0346361 0.0970090 0.9653639
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 2 CD19 CD19 100601 2773 74382 1359201 0.5749187 0.0020360 0.4250813 0.9979640
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 170303 1433 30960 1334261 0.8461714 0.0010729 0.1538286 0.9989271
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 6 Ungated Ungated 176804 113273 19876 1161088 0.8989424 0.0888861 0.1010576 0.9111139
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 4 CD4 CD4 585158 47658 22415 815810 0.9631073 0.0551937 0.0368927 0.9448063
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5 CD8 CD8 174543 41270 23649 1231579 0.8806763 0.0324233 0.1193237 0.9675767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 3 CD3+ CD3+ 4263 8130 78618 1380030 0.0514352 0.0058567 0.9485648 0.9941433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 2 CD19 CD19 128007 5323 47107 1290604 0.7309924 0.0041075 0.2690076 0.9958925
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 6 Ungated Ungated 155919 84415 26232 1090078 0.8559876 0.0718736 0.1440124 0.9281264
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 4 CD4 CD4 573564 34496 31860 716724 0.9473757 0.0459200 0.0526243 0.9540800
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5 CD8 CD8 171940 32468 29612 1122624 0.8530801 0.0281086 0.1469199 0.9718914
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 2 CD19 CD19 124071 16799 4791 1210983 0.9628207 0.0136824 0.0371793 0.9863176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 3 CD3+ CD3+ 5685 11350 66159 1273450 0.0791298 0.0088341 0.9208702 0.9911659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 4 CD4 CD4 638658 97189 31305 654759 0.9532735 0.1292496 0.0467265 0.8707504
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 5 CD8 CD8 169805 46585 11044 1194477 0.9389325 0.0375364 0.0610675 0.9624636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 6 Ungated Ungated 104565 44600 50972 1221774 0.6722838 0.0352187 0.3277162 0.9647813
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 2 CD19 CD19 152688 5991 20425 1242807 0.8820135 0.0047974 0.1179865 0.9952026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 147804 5143 29229 1239735 0.8348952 0.0041313 0.1651048 0.9958687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 4 CD4 CD4 634842 80854 26399 666371 0.9600766 0.1082057 0.0399234 0.8917943
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 3 CD3+ CD3+ 33105 65315 40499 1269547 0.4497718 0.0489302 0.5502282 0.9510698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5 CD8 CD8 135195 27107 47460 1198704 0.7401659 0.0221135 0.2598341 0.9778865
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 2 CD19 CD19 155732 17347 3707 1231680 0.9767497 0.0138884 0.0232503 0.9861116
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 6 Ungated Ungated 109216 15588 68017 1215645 0.6162284 0.0126605 0.3837716 0.9873395
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5 CD8 CD8 167729 38409 22911 1260485 0.8798206 0.0295705 0.1201794 0.9704295
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 6 Ungated Ungated 173498 31884 11917 1272235 0.9357280 0.0244487 0.0642720 0.9755513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 4 CD4 CD4 659840 15777 13830 800087 0.9794707 0.0193378 0.0205293 0.9806622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 3 CD3+ CD3+ 20509 25848 50513 1392664 0.2887697 0.0182219 0.7112303 0.9817781
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 2 CD19 CD19 169856 4217 3424 1312037 0.9802401 0.0032038 0.0197599 0.9967962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 4 CD4 CD4 589869 38635 11239 751642 0.9813029 0.0488879 0.0186971 0.9511121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 6 Ungated Ungated 179050 55681 12460 1144194 0.9349381 0.0464057 0.0650619 0.9535943
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5 CD8 CD8 122419 18114 33424 1217428 0.7855277 0.0146608 0.2144723 0.9853392
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 3 CD3+ CD3+ 13090 19008 51504 1307783 0.2026504 0.0143263 0.7973496 0.9856737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 2 CD19 CD19 165351 4351 6688 1214995 0.9611251 0.0035683 0.0388749 0.9964317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 4 CD4 CD4 594543 41237 6762 647674 0.9887545 0.0598582 0.0112455 0.9401418
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 6 Ungated Ungated 167467 60892 10791 1051066 0.9394641 0.0547611 0.0605359 0.9452389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 3 CD3+ CD3+ 13620 30587 46018 1199991 0.2283779 0.0248558 0.7716221 0.9751442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5 CD8 CD8 114241 12883 47804 1115288 0.7049955 0.0114194 0.2950045 0.9885806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135385 2603 28413 1123815 0.8265363 0.0023109 0.1734637 0.9976891
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 4 CD4 CD4 651010 105449 11691 600251 0.9823586 0.1494247 0.0176414 0.8505753
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 6 Ungated Ungated 104131 21736 45095 1197439 0.6978074 0.0178284 0.3021926 0.9821716
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5 CD8 CD8 128502 19861 30849 1189189 0.8064085 0.0164269 0.1935915 0.9835731
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 3 CD3+ CD3+ 19089 20656 34616 1294040 0.3554418 0.0157116 0.6445582 0.9842884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 2 CD19 CD19 158966 4431 11910 1193094 0.9303003 0.0037001 0.0696997 0.9962999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 4 CD4 CD4 648528 133340 6814 556886 0.9896024 0.1931831 0.0103976 0.8068169
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 6 Ungated Ungated 117529 21763 52774 1153502 0.6901170 0.0185175 0.3098830 0.9814825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5 CD8 CD8 128937 21938 30195 1164498 0.8102519 0.0184907 0.1897481 0.9815093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 3 CD3+ CD3+ 13677 13940 42728 1275223 0.2424785 0.0108132 0.7575215 0.9891868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 2 CD19 CD19 136334 2464 18428 1188342 0.8809268 0.0020692 0.1190732 0.9979308
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 6 Ungated Ungated 32054 225040 158204 1121659 0.1684765 0.1671049 0.8315235 0.8328951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5 CD8 CD8 33100 212977 165092 1059872 0.1670098 0.1673231 0.8329902 0.8326769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 6 Ungated Ungated 32912 212880 163768 1061481 0.1673378 0.1670484 0.8326622 0.8329516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 2 CD19 CD19 28972 215206 146142 1080721 0.1654465 0.1660634 0.8345535 0.8339366
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 6 Ungated Ungated 30682 196537 151469 977956 0.1684427 0.1673377 0.8315573 0.8326623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 2 CD19 CD19 29025 208896 144088 1039902 0.1676651 0.1672777 0.8323349 0.8327223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29705 207842 147328 1037036 0.1677936 0.1669577 0.8322064 0.8330423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 6 Ungated Ungated 29674 205558 147559 1025675 0.1674293 0.1669530 0.8325707 0.8330470
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD3+ CD3+ 76420 7084 8277 1445176 0.9022752 0.0048779 0.0977248 0.9951221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD4 CD4 684808 3864 1592 846693 0.9976807 0.0045429 0.0023193 0.9954571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD8 CD8 193101 5701 6255 1331900 0.9686240 0.0042621 0.0313760 0.9957379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200789 1999 474 1333695 0.9976449 0.0014966 0.0023551 0.9985034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 6 Ungated Ungated 186354 1485 3904 1345214 0.9794805 0.0011027 0.0205195 0.9988973
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD8 CD8 194872 8735 3320 1264114 0.9832486 0.0068626 0.0167514 0.9931374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD4 CD4 605456 4344 2117 859124 0.9965156 0.0050309 0.0034844 0.9949691
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD3+ CD3+ 70743 4006 12138 1384154 0.8535491 0.0028858 0.1464509 0.9971142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 6 Ungated Ungated 193401 2608 3279 1271753 0.9833282 0.0020465 0.0166718 0.9979535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209629 1584 972 1258856 0.9953846 0.0012567 0.0046154 0.9987433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5 CD8 CD8 197688 5016 3864 1150076 0.9808288 0.0043425 0.0191712 0.9956575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 4 CD4 CD4 604189 2709 1235 748511 0.9979601 0.0036061 0.0020399 0.9963939
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 3 CD3+ CD3+ 65188 4290 6656 1280510 0.9073548 0.0033390 0.0926452 0.9966610
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166531 2032 280 1187801 0.9983215 0.0017078 0.0016785 0.9982922
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 6 Ungated Ungated 178502 1545 3649 1172948 0.9799672 0.0013155 0.0200328 0.9986845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5 CD8 CD8 178920 5898 1929 1235164 0.9893336 0.0047524 0.0106664 0.9952476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 4 CD4 CD4 667806 2596 2157 749352 0.9967804 0.0034524 0.0032196 0.9965476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 3 CD3+ CD3+ 57953 3497 7463 1352998 0.8859148 0.0025780 0.1140852 0.9974220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176611 1753 422 1243125 0.9976163 0.0014082 0.0023837 0.9985918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 6 Ungated Ungated 152010 1350 3527 1265024 0.9773237 0.0010660 0.0226763 0.9989340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5 CD8 CD8 179676 6585 2979 1219226 0.9836906 0.0053720 0.0163094 0.9946280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 4 CD4 CD4 659523 3245 1718 743980 0.9974019 0.0043427 0.0025981 0.9956573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 3 CD3+ CD3+ 64734 4088 8870 1330774 0.8794902 0.0030625 0.1205098 0.9969375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 6 Ungated Ungated 174677 1641 2556 1229592 0.9855783 0.0013328 0.0144217 0.9986672
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153636 887 658 1253285 0.9957354 0.0007072 0.0042646 0.9992928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD4 CD4 663729 16896 22671 833661 0.9669712 0.0198646 0.0330288 0.9801354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD3+ CD3+ 58842 28609 25855 1423651 0.6947354 0.0196996 0.3052646 0.9803004
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD8 CD8 179623 12821 19733 1324780 0.9010163 0.0095851 0.0989837 0.9904149
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199581 7688 1682 1328006 0.9916428 0.0057558 0.0083572 0.9942442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 2 CD19 CD19 174892 3333 91 1358641 0.9994799 0.0024472 0.0005201 0.9975528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD3+ CD3+ 45402 96002 37479 1292158 0.5477974 0.0691577 0.4522026 0.9308423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD4 CD4 557146 18433 50427 845035 0.9170026 0.0213476 0.0829974 0.9786524
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 210352 19634 249 1240806 0.9988177 0.0155771 0.0011823 0.9844229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD19 CD19 173498 20134 1616 1275793 0.9907717 0.0155364 0.0092283 0.9844636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD8 CD8 89758 444 108434 1272405 0.4528841 0.0003488 0.5471159 0.9996512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 4 CD4 CD4 573458 30370 31966 720850 0.9472006 0.0404276 0.0527994 0.9595724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 3 CD3+ CD3+ 14818 29177 57026 1255623 0.2062524 0.0227094 0.7937476 0.9772906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 163764 20398 3047 1169435 0.9817338 0.0171436 0.0182662 0.9828564
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5 CD8 CD8 153697 12293 47855 1142799 0.7625675 0.0106424 0.2374325 0.9893576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 2 CD19 CD19 128273 2535 589 1225247 0.9954292 0.0020647 0.0045708 0.9979353
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173999 23323 3034 1221555 0.9828620 0.0187352 0.0171380 0.9812648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 2 CD19 CD19 172945 17642 168 1231156 0.9990295 0.0141272 0.0009705 0.9858728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 3 CD3+ CD3+ 51857 17738 13559 1338757 0.7927266 0.0130763 0.2072734 0.9869237
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 4 CD4 CD4 659303 7297 10660 744651 0.9840887 0.0097041 0.0159113 0.9902959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5 CD8 CD8 172805 11828 8044 1229234 0.9555209 0.0095305 0.0444791 0.9904695
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 3 CD3+ CD3+ 35661 83263 37943 1251599 0.4844981 0.0623757 0.5155019 0.9376243
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 4 CD4 CD4 632688 31305 28553 715920 0.9568191 0.0418950 0.0431809 0.9581050
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 5339 1227819 0.9653972 0.0210123 0.0346028 0.9789877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 2 CD19 CD19 159278 5580 161 1243447 0.9989902 0.0044675 0.0010098 0.9955325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5 CD8 CD8 87018 350 95637 1225461 0.4764063 0.0002855 0.5235937 0.9997145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD8 CD8 196970 68443 2386 1269158 0.9880315 0.0511685 0.0119685 0.9488315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 Ungated Ungated 173885 23803 16373 1322896 0.9139432 0.0176751 0.0860568 0.9823249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD3+ CD3+ 17653 25230 67044 1427030 0.2084253 0.0173729 0.7915747 0.9826271
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD4 CD4 656399 10156 30001 840401 0.9562922 0.0119404 0.0437078 0.9880596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD19 CD19 169871 3818 5112 1358156 0.9707857 0.0028033 0.0292143 0.9971967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD8 CD8 189988 55163 8204 1217686 0.9586058 0.0433382 0.0413942 0.9566618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD4 CD4 593408 29304 14165 834164 0.9766859 0.0339376 0.0233141 0.9660624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 Ungated Ungated 173707 23253 22973 1251108 0.8831961 0.0182468 0.1168039 0.9817532
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 2 CD19 CD19 173286 11863 1828 1284064 0.9895611 0.0091541 0.0104389 0.9908459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 200888 6696 9713 1253744 0.9538796 0.0053124 0.0461204 0.9946876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 3 CD3+ CD3+ 42470 175092 29374 1109708 0.5911419 0.1362796 0.4088581 0.8637204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 4 CD4 CD4 598732 44042 6692 707178 0.9889466 0.0586273 0.0110534 0.9413727
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 6 Ungated Ungated 160651 25252 21500 1149241 0.8819661 0.0215003 0.1180339 0.9784997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 2 CD19 CD19 126518 8671 2344 1219111 0.9818100 0.0070623 0.0181900 0.9929377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5 CD8 CD8 23078 2857 178474 1152235 0.1145015 0.0024734 0.8854985 0.9975266
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 4 CD4 CD4 662505 91262 7458 660686 0.9888680 0.1213674 0.0111320 0.8786326
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 3 CD3+ CD3+ 24862 29049 40554 1327446 0.3800599 0.0214147 0.6199401 0.9785853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5 CD8 CD8 153748 26192 27101 1214870 0.8501457 0.0211045 0.1498543 0.9788955
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 155205 8353 21828 1236525 0.8767010 0.0067099 0.1232990 0.9932901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 2 CD19 CD19 169030 5709 4083 1243089 0.9764142 0.0045716 0.0235858 0.9954284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 4 CD4 CD4 640826 39106 20415 708119 0.9691262 0.0523350 0.0308738 0.9476650
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5 CD8 CD8 168417 39789 14238 1186022 0.9220498 0.0324593 0.0779502 0.9675407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 3 CD3+ CD3+ 25962 27108 47642 1307754 0.3527254 0.0203077 0.6472746 0.9796923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 6 Ungated Ungated 137415 13917 39818 1217316 0.7753353 0.0113033 0.2246647 0.9886967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 2 CD19 CD19 157638 12789 1801 1236238 0.9887041 0.0102392 0.0112959 0.9897608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5 CD8 CD8 166885 33085 14940 1262098 0.9178331 0.0255447 0.0821669 0.9744553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 6 Ungated Ungated 174781 32144 11313 1258770 0.9392081 0.0249002 0.0607919 0.9750998
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 4 CD4 CD4 655354 14851 18090 788713 0.9731381 0.0184814 0.0268619 0.9815186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 3 CD3+ CD3+ 22410 23199 44404 1386995 0.3354087 0.0164509 0.6645913 0.9835491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 2 CD19 CD19 169372 4247 3648 1299741 0.9789157 0.0032569 0.0210843 0.9967431
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 4 CD4 CD4 589661 43925 10976 734533 0.9817261 0.0564257 0.0182739 0.9435743
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 6 Ungated Ungated 178524 48756 12786 1139029 0.9331661 0.0410478 0.0668339 0.9589522
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5 CD8 CD8 117765 16872 31102 1213356 0.7910753 0.0137145 0.2089247 0.9862855
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 3 CD3+ CD3+ 11039 15699 48841 1303516 0.1843520 0.0119003 0.8156480 0.9880997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 2 CD19 CD19 166267 4018 5717 1203093 0.9667585 0.0033286 0.0332415 0.9966714
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 4 CD4 CD4 593498 34553 5798 636110 0.9903253 0.0515207 0.0096747 0.9484793
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 6 Ungated Ungated 168263 53696 10279 1037721 0.9424281 0.0491984 0.0575719 0.9508016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 3 CD3+ CD3+ 14148 21287 38494 1196030 0.2687588 0.0174868 0.7312412 0.9825132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5 CD8 CD8 117895 11810 32608 1107646 0.7833399 0.0105498 0.2166601 0.9894502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135411 2080 28548 1103920 0.8258833 0.0018807 0.1741167 0.9981193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 4 CD4 CD4 653374 118370 10194 584175 0.9846376 0.1684874 0.0153624 0.8315126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 6 Ungated Ungated 103629 21533 45267 1195684 0.6959824 0.0176904 0.3040176 0.9823096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5 CD8 CD8 120743 19209 37267 1188894 0.7641478 0.0159001 0.2358522 0.9840999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 3 CD3+ CD3+ 17060 18351 35643 1295059 0.3237007 0.0139720 0.6762993 0.9860280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 2 CD19 CD19 158986 4446 11674 1191007 0.9315950 0.0037191 0.0684050 0.9962809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 4 CD4 CD4 649158 123690 5639 554467 0.9913882 0.1823914 0.0086118 0.8176086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 6 Ungated Ungated 119852 23430 48996 1140676 0.7098219 0.0201270 0.2901781 0.9798730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5 CD8 CD8 125316 20111 28408 1159119 0.8152013 0.0170543 0.1847987 0.9829457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 3 CD3+ CD3+ 12767 11255 40444 1268488 0.2399316 0.0087947 0.7600684 0.9912053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 2 CD19 CD19 138361 2491 15612 1176490 0.8986056 0.0021128 0.1013944 0.9978872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 6 Ungated Ungated 32054 225040 158204 1121659 0.1684765 0.1671049 0.8315235 0.8328951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35057 210873 175544 1049567 0.1664617 0.1673011 0.8335383 0.8326989
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 2 CD19 CD19 29332 216745 145782 1079182 0.1675023 0.1672509 0.8324977 0.8327491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 3 CD3+ CD3+ 13699 230479 69182 1157681 0.1652852 0.1660320 0.8347148 0.8339680
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 6 Ungated Ungated 30458 196183 151693 978310 0.1672129 0.1670363 0.8327871 0.8329637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 4 CD4 CD4 101375 125434 504049 625786 0.1674446 0.1669737 0.8325554 0.8330263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5 CD8 CD8 33456 191599 168096 963493 0.1659919 0.1658734 0.8340081 0.8341266
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 3 CD3+ CD3+ 11024 226897 54392 1129598 0.1685215 0.1672671 0.8314785 0.8327329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 142903 15424 5209 3641314 0.9648307 0.0042180 0.0351693 0.9957820
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 4 CD4 CD4 1495284 7504 1763 2300299 0.9988223 0.0032516 0.0011777 0.9967484
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 479364 3958 9625 3311903 0.9803165 0.0011937 0.0196835 0.9988063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 913573 2997 1825 2886455 0.9980063 0.0010372 0.0019937 0.9989628
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 330905 2954 14111 3456880 0.9591004 0.0008538 0.0408996 0.9991462
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 357555 19287 6869 3572726 0.9811511 0.0053694 0.0188489 0.9946306
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 1669674 11260 11151 2264352 0.9933658 0.0049481 0.0066342 0.9950519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 159163 16555 25624 3755095 0.8613322 0.0043893 0.1386678 0.9956107
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 849363 4925 948 3101201 0.9988851 0.0015856 0.0011149 0.9984144
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 455080 3205 10843 3487309 0.9767279 0.0009182 0.0232721 0.9990818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 333301 25322 1814 3510724 0.9945869 0.0071611 0.0054131 0.9928389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 1564958 5855 4827 2295521 0.9969251 0.0025441 0.0030749 0.9974559
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 473657 5872 7440 3384192 0.9845353 0.0017321 0.0154647 0.9982679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 149483 4166 27927 3689585 0.8425850 0.0011279 0.1574150 0.9988721
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 899771 2565 1652 2967173 0.9981673 0.0008637 0.0018327 0.9991363
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 1626731 7116 2451 2271053 0.9984956 0.0031236 0.0015044 0.9968764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 338958 10409 4796 3553188 0.9860482 0.0029209 0.0139518 0.9970791
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 156282 5825 13433 3731811 0.9208497 0.0015585 0.0791503 0.9984415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 889887 4126 1396 3011942 0.9984337 0.0013680 0.0015663 0.9986320
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 473704 3804 9844 3419999 0.9796421 0.0011110 0.0203579 0.9988890
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 347273 11834 6480 3613211 0.9816821 0.0032645 0.0183179 0.9967355
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 1653997 6063 4219 2314519 0.9974557 0.0026127 0.0025443 0.9973873
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 167430 8244 15155 3787969 0.9169976 0.0021716 0.0830024 0.9978284
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 474094 5299 7825 3491580 0.9837628 0.0015154 0.0162372 0.9984846
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 881293 2945 1738 3092822 0.9980318 0.0009513 0.0019682 0.9990487
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 1458812 38748 38235 2269055 0.9744597 0.0167900 0.0255403 0.9832100
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 120009 46165 28103 3610573 0.8102585 0.0126246 0.1897415 0.9873754
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 882758 31537 32640 2857915 0.9643434 0.0109145 0.0356566 0.9890855
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 324968 25817 20048 3434017 0.9418925 0.0074619 0.0581075 0.9925381
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 2 CD19 CD19 408901 9111 1387 3385451 0.9966194 0.0026840 0.0033806 0.9973160
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 1580587 63674 100238 2211938 0.9403638 0.0279810 0.0596362 0.9720190
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 329437 88804 34987 3503209 0.9039937 0.0247226 0.0960063 0.9752774
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 29076 59189 155711 3712461 0.1573487 0.0156931 0.8426513 0.9843069
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 847018 43948 3293 3062178 0.9961273 0.0141488 0.0038727 0.9858512
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 407951 19855 2216 3526415 0.9945973 0.0055988 0.0054027 0.9944012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 319465 105150 15650 3430896 0.9532996 0.0297366 0.0467004 0.9702634
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 890475 64988 10948 2904750 0.9878548 0.0218834 0.0121452 0.9781166
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 1443311 44619 126474 2256757 0.9194323 0.0193880 0.0805677 0.9806120
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 18952 30795 158458 3662956 0.1068260 0.0083371 0.8931740 0.9916629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 400468 7569 5863 3457261 0.9855709 0.0021845 0.0144291 0.9978155
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 319566 69353 24188 3494244 0.9296357 0.0194615 0.0703643 0.9805385
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 885496 53420 5787 2962648 0.9935071 0.0177118 0.0064929 0.9822882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 1590394 32359 38788 2245810 0.9761917 0.0142040 0.0238083 0.9857960
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 62046 16770 107669 3720866 0.3655894 0.0044868 0.6344106 0.9955132
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 384680 7748 5189 3509734 0.9866904 0.0022027 0.0133096 0.9977973
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 340704 106866 13049 3518179 0.9631127 0.0294799 0.0368873 0.9705201
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 31329 94298 151256 3701915 0.1715858 0.0248400 0.8284142 0.9751600
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 877684 52149 5347 3043618 0.9939447 0.0168453 0.0060553 0.9831547
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 1467363 25510 190853 2295072 0.8849046 0.0109929 0.1150954 0.9890071
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 416543 21383 2751 3538121 0.9934390 0.0060073 0.0065610 0.9939927
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 119666 65516 28446 3591222 0.8079426 0.0179165 0.1920574 0.9820835
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 446818 43824 42171 3272037 0.9137588 0.0132165 0.0862412 0.9867835
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 1467553 22772 29494 2285031 0.9802985 0.0098674 0.0197015 0.9901326
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 906598 24386 8800 2865066 0.9903867 0.0084397 0.0096133 0.9915603
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 400554 22052 9734 3372510 0.9762752 0.0064963 0.0237248 0.9935037
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 1674262 100086 6563 2175526 0.9960954 0.0439820 0.0039046 0.9560180
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 345403 122432 19021 3469581 0.9478053 0.0340845 0.0521947 0.9659155
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 437085 59575 28838 3430939 0.9381057 0.0170677 0.0618943 0.9829323
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 398948 9841 11219 3536429 0.9726477 0.0027750 0.0273523 0.9972250
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 806063 2701 44248 3103425 0.9479626 0.0008696 0.0520374 0.9991304
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 1532588 58199 37197 2243177 0.9763044 0.0252888 0.0236956 0.9747112
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 314099 61607 21016 3474439 0.9372872 0.0174226 0.0627128 0.9825774
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 113366 48615 64044 3645136 0.6390057 0.0131614 0.3609943 0.9868386
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 895901 24490 5522 2945248 0.9938741 0.0082465 0.0061259 0.9917535
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 395307 27372 85790 3362692 0.8216784 0.0080742 0.1783216 0.9919258
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 470246 103398 13302 3320405 0.9724908 0.0301998 0.0275092 0.9698002
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 1588478 68299 40704 2209870 0.9750157 0.0299798 0.0249843 0.9700202
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 81107 32762 88608 3704874 0.4779012 0.0087654 0.5220988 0.9912346
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 283038 23544 60716 3540053 0.8233737 0.0066068 0.1766263 0.9933932
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 379066 7569 10803 3509913 0.9722907 0.0021518 0.0277093 0.9978482
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 339556 117350 14197 3507695 0.9598675 0.0323720 0.0401325 0.9676280
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 1651038 48185 7178 2272397 0.9956713 0.0207642 0.0043287 0.9792358
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 450891 35009 31028 3461870 0.9356157 0.0100115 0.0643843 0.9899885
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 37577 17536 145008 3778677 0.2058055 0.0046193 0.7941945 0.9953807
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 416020 10246 3274 3549258 0.9921916 0.0028785 0.0078084 0.9971215
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 416839 159317 49962 2989145 0.8929694 0.0506015 0.1070306 0.9493985
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 4 CD4 CD4 1479261 88451 9574 2037977 0.9935695 0.0415960 0.0064305 0.9584040
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 43319 82250 75573 3414121 0.3643559 0.0235244 0.6356441 0.9764756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 170991 29907 92843 3321522 0.6481007 0.0089237 0.3518993 0.9910763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 774381 12828 113631 2714423 0.8720389 0.0047036 0.1279611 0.9952964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 319189 112872 32887 3363580 0.9065912 0.0324676 0.0934088 0.9675324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 1616569 59347 40617 2111995 0.9754904 0.0273319 0.0245096 0.9726681
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 369915 59217 62617 3336779 0.8552315 0.0174373 0.1447685 0.9825627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 24021 45782 146520 3612205 0.1408518 0.0125156 0.8591482 0.9874844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 777930 34123 32763 2983712 0.9595864 0.0113071 0.0404136 0.9886929
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 4 CD4 CD4 1528212 91830 22668 1986818 0.9853838 0.0441778 0.0146162 0.9558222
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 354967 77335 87142 3110084 0.8028948 0.0242626 0.1971052 0.9757374
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 206434 54927 49557 3318610 0.8064112 0.0162817 0.1935888 0.9837183
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 830054 42573 30970 2725931 0.9640312 0.0153776 0.0359688 0.9846224
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 32289 39654 96322 3461263 0.2510594 0.0113267 0.7489406 0.9886733
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 4 CD4 CD4 1601054 83935 15260 2017981 0.9905588 0.0399326 0.0094412 0.9600674
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 397323 125066 61128 3134713 0.8666640 0.0383664 0.1333360 0.9616336
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 242658 55149 33826 3386597 0.8776566 0.0160236 0.1223434 0.9839764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 764875 21659 95021 2836675 0.8894971 0.0075775 0.1105029 0.9924225
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 22971 15861 100122 3579276 0.1866150 0.0044118 0.8133850 0.9955882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 4 CD4 CD4 1621209 137065 22286 2012195 0.9864399 0.0637731 0.0135601 0.9362269
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 285783 170052 36295 3300625 0.8873099 0.0489968 0.1126901 0.9510032
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 343084 128839 108380 3212452 0.7599366 0.0385596 0.2400634 0.9614404
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 31685 39490 120804 3600776 0.2077855 0.0108481 0.7922145 0.9891519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 679837 13478 141276 2958164 0.8279457 0.0045355 0.1720543 0.9954645
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 152533 484901 762865 2404551 0.1666303 0.1678176 0.8333697 0.8321824
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 68280 568065 342008 2826497 0.1664197 0.1673456 0.8335803 0.8326544
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3 CD3+ CD3+ 24840 609950 123272 3046788 0.1677109 0.1668017 0.8322891 0.8331983
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 81173 553023 407816 2762838 0.1660017 0.1667811 0.8339983 0.8332189
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 57281 575774 287735 2884060 0.1660242 0.1664167 0.8339758 0.8335833
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 2 CD19 CD19 68884 593729 341283 2952541 0.1679414 0.1674235 0.8320586 0.8325765
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 30832 630751 153955 3140899 0.1668516 0.1672348 0.8331484 0.8327652
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 77439 582878 388484 2907636 0.1662056 0.1669892 0.8337944 0.8330108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 141798 517864 708513 2588262 0.1667602 0.1667234 0.8332398 0.8332766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 60468 597665 303956 2994348 0.1659276 0.1663872 0.8340724 0.8336128
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 2 CD19 CD19 68246 580146 338085 2884684 0.1679567 0.1674385 0.8320433 0.8325615
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 29638 617726 147772 3076025 0.1670594 0.1672354 0.8329406 0.8327646
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 150481 495440 750942 2474298 0.1669372 0.1668295 0.8330628 0.8331705
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 55630 588450 279485 2947596 0.1660027 0.1664147 0.8339973 0.8335853
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 262337 382968 1307448 1918408 0.1671165 0.1664083 0.8328835 0.8335917
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 148528 505901 742755 2510167 0.1666452 0.1677353 0.8333548 0.8322647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 57532 595888 286222 2967709 0.1673639 0.1672153 0.8326361 0.8327847
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 2 CD19 CD19 65335 586596 324534 2930886 0.1675819 0.1667659 0.8324181 0.8332341
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 28247 623189 141468 3114447 0.1664379 0.1667335 0.8335621 0.8332665
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 271257 378821 1357925 1899348 0.1664989 0.1662831 0.8335011 0.8337169
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5 CD8 CD8 59588 606809 294165 3018236 0.1684452 0.1673935 0.8315548 0.8326065
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 69751 595589 349543 2963915 0.1663534 0.1673236 0.8336466 0.8326764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 276354 387700 1381862 1932882 0.1666574 0.1670702 0.8333426 0.8329298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 79998 583409 401921 2913470 0.1659989 0.1668371 0.8340011 0.8331629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 30452 631308 152133 3164905 0.1667826 0.1662994 0.8332174 0.8337006
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630759 13569 3344 16018056 0.9947264 0.0008464 0.0052736 0.9991536
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041746 8703 1745 15613534 0.9983277 0.0005571 0.0016723 0.9994429
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1385011 5826 1816 15273075 0.9986905 0.0003813 0.0013095 0.9996187
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056849 4908 428 15603543 0.9995952 0.0003144 0.0004048 0.9996856
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 101786 4770 1021 16558151 0.9900688 0.0002880 0.0099312 0.9997120
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041612 10538 1578 15618053 0.9984873 0.0006743 0.0015127 0.9993257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630454 8085 3494 16029748 0.9944885 0.0005041 0.0055115 0.9994959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1386359 7136 911 15277375 0.9993433 0.0004669 0.0006567 0.9995331
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 472856 6285 4696 16187944 0.9901665 0.0003881 0.0098335 0.9996119
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056943 5649 1133 15608056 0.9989292 0.0003618 0.0010708 0.9996382
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 998802 3109 615 15025860 0.9993846 0.0002069 0.0006154 0.9997931
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 608209 1048 231 15418898 0.9996203 0.0000680 0.0003797 0.9999320
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1333133 783 249 14694221 0.9998133 0.0000533 0.0001867 0.9999467
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 98530 823 78 15928955 0.9992090 0.0000517 0.0007910 0.9999483
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 457566 793 1716 15568311 0.9962637 0.0000509 0.0037363 0.9999491
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1012057 4268 850 15146781 0.9991608 0.0002817 0.0008392 0.9997183
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461188 1310 682 15700776 0.9985234 0.0000834 0.0014766 0.9999166
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614619 1155 240 15547942 0.9996097 0.0000743 0.0003903 0.9999257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1344324 905 281 14818446 0.9997910 0.0000611 0.0002090 0.9999389
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464602 852 345 15698157 0.9992580 0.0000543 0.0007420 0.9999457
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1006613 3710 507 15103550 0.9994966 0.0002456 0.0005034 0.9997544
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461316 908 719 15651437 0.9984438 0.0000580 0.0015562 0.9999420
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464431 848 208 15648893 0.9995523 0.0000542 0.0004477 0.9999458
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611475 602 182 15502121 0.9997024 0.0000388 0.0002976 0.9999612
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 440548 452 139 15673241 0.9996846 0.0000288 0.0003154 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1351372 57914 35455 15220987 0.9744344 0.0037905 0.0255656 0.9962095
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 414375 55583 42275 16153495 0.9074236 0.0034291 0.0925764 0.9965709
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 111 55320 1176 16609121 0.0862471 0.0033196 0.9137529 0.9966804
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27290 48035 2168 16588235 0.9264037 0.0028874 0.0735963 0.9971126
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 991211 38814 52280 15583423 0.9498989 0.0024845 0.0501011 0.9975155
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 38336 81344 12498 16539603 0.7541409 0.0048941 0.2458591 0.9951059
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1348058 52833 39212 15231678 0.9717344 0.0034566 0.0282656 0.9965434
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 419601 32877 37140 16182163 0.9186848 0.0020276 0.0813152 0.9979724
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 242 30793 1049 16639697 0.1874516 0.0018472 0.8125484 0.9981528
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 9512 22713 14901 16624655 0.3896285 0.0013644 0.6103715 0.9986356
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1290927 41910 42455 14653094 0.9681599 0.0028520 0.0318401 0.9971480
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 37920 33094 11745 15945627 0.7635156 0.0020711 0.2364844 0.9979289
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 279 29608 974 15997525 0.2226656 0.0018474 0.7773344 0.9981526
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 7784 20172 20721 15979709 0.2730749 0.0012608 0.7269251 0.9987392
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 952576 18863 46841 15010106 0.9531317 0.0012551 0.0468683 0.9987449
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 36686 66951 11341 16048978 0.7638620 0.0041543 0.2361380 0.9958457
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1305414 48528 39191 14770823 0.9708532 0.0032746 0.0291468 0.9967254
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 922513 32245 90394 15118804 0.9107578 0.0021282 0.0892422 0.9978718
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17065 21645 11516 16113730 0.5970750 0.0013415 0.4029250 0.9986585
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 33989 15725 57724 16056518 0.3706018 0.0009784 0.6293982 0.9990216
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 38188 168839 11892 15895461 0.7625399 0.0105102 0.2374601 0.9894898
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1292931 46745 46804 14727900 0.9650647 0.0031639 0.0349353 0.9968361
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402989 38379 37698 15635314 0.9144563 0.0024486 0.0855437 0.9975514
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17739 31689 10420 16054532 0.6299585 0.0019699 0.3700415 0.9980301
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 10149 18571 13000 16072660 0.4384207 0.0011541 0.5615793 0.9988459
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 476764 62245 3630 16123089 0.9924437 0.0038458 0.0075563 0.9961542
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1053589 44677 3688 15563774 0.9965118 0.0028624 0.0034882 0.9971376
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 629987 17919 4116 16013706 0.9935089 0.0011177 0.0064911 0.9988823
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 42147 18221 8270 16597090 0.8359680 0.0010966 0.1640320 0.9989034
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 92214 16223 6666 16550625 0.9325850 0.0009792 0.0674150 0.9990208
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1373353 29093 13917 15255418 0.9899681 0.0019034 0.0100319 0.9980966
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 92470 29625 2523 16547163 0.9734401 0.0017871 0.0265599 0.9982129
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1032689 23064 25387 15590641 0.9760064 0.0014772 0.0239936 0.9985228
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1025273 22424 17917 15606167 0.9828248 0.0014348 0.0171752 0.9985652
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 449416 16870 7325 16198170 0.9839625 0.0010404 0.0160375 0.9989596
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1 /Granulocytes /Granulocytes 9665560 8340 1666 6352820 0.9998277 0.0013111 0.0001723 0.9986889
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46783 17114 2882 15961607 0.9419712 0.0010710 0.0580288 0.9989290
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1010371 15309 5416 14997290 0.9946682 0.0010197 0.0053318 0.9989803
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1321470 7343 11912 14687661 0.9910663 0.0004997 0.0089337 0.9995003
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 454837 7442 6513 15559594 0.9858827 0.0004781 0.0141173 0.9995219
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 461230 16328 3717 15682681 0.9920055 0.0010401 0.0079945 0.9989599
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1012456 12426 10341 15128733 0.9898895 0.0008207 0.0101105 0.9991793
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1334877 10550 9728 14808801 0.9927652 0.0007119 0.0072348 0.9992881
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 45593 11268 2434 16104661 0.9493202 0.0006992 0.0506798 0.9993008
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1 /Granulocytes /Granulocytes 9742488 3869 5680 6411919 0.9994173 0.0006030 0.0005827 0.9993970
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1005445 25245 1675 15082015 0.9983368 0.0016711 0.0016632 0.9983289
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1 /Granulocytes /Granulocytes 9714026 6719 1388 6392247 0.9998571 0.0010500 0.0001429 0.9989500
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1331198 15087 8537 14759558 0.9936278 0.0010211 0.0063722 0.9989789
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 437984 12561 2703 15661132 0.9938664 0.0008014 0.0061336 0.9991986
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 451056 7864 13583 15641877 0.9707666 0.0005025 0.0292334 0.9994975
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 930663 89941 67985 15373663 0.9319230 0.0058163 0.0680770 0.9941837
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 424758 77033 23754 15936707 0.9470382 0.0048104 0.0529618 0.9951896
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 992637 51593 40419 15377603 0.9608743 0.0033439 0.0391257 0.9966561
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 85311 50181 8205 16318555 0.9122610 0.0030657 0.0877390 0.9969343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614243 44406 18579 15785024 0.9706410 0.0028053 0.0293590 0.9971947
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 967396 82707 58565 15415673 0.9429169 0.0053365 0.0570831 0.9946635
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1003277 53688 34802 15432574 0.9664746 0.0034668 0.0335254 0.9965332
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 12038 52469 36571 16423263 0.2476496 0.0031846 0.7523504 0.9968154
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 458761 31778 15803 16017999 0.9667000 0.0019800 0.0333000 0.9980200
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146242 23864 178 16354057 0.9987843 0.0014571 0.0012157 0.9985429
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 945427 56914 33557 14836652 0.9657226 0.0038214 0.0342774 0.9961786
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 956302 55352 38354 14822542 0.9614399 0.0037204 0.0385601 0.9962796
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 443189 36903 13699 15378759 0.9700167 0.0023939 0.0299833 0.9976061
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402475 30059 28016 15412000 0.9349208 0.0019466 0.0650792 0.9980534
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140629 25418 172 15706331 0.9987784 0.0016157 0.0012216 0.9983843
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 922495 57807 49056 14952875 0.9495075 0.0038511 0.0504925 0.9961489
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969377 55512 33911 14923433 0.9662001 0.0037060 0.0337999 0.9962940
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 407755 41035 25896 15507547 0.9402838 0.0026391 0.0597162 0.9973609
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 80641 35403 9643 15856546 0.8931926 0.0022277 0.1068074 0.9977723
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 445766 30001 13517 15492949 0.9705693 0.0019327 0.0294307 0.9980673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 944162 67369 42125 14903229 0.9572893 0.0045001 0.0427107 0.9954999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969419 48371 33617 14905478 0.9664848 0.0032347 0.0335152 0.9967653
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 15702 33056 28356 15879771 0.3563938 0.0020773 0.6436062 0.9979227
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 442914 30952 15925 15467094 0.9652928 0.0019972 0.0347072 0.9980028
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141433 23201 184 15792067 0.9987007 0.0014670 0.0012993 0.9985330
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 37216 562997 1006275 15059240 0.0356649 0.0360382 0.9643351 0.9639618
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 38174 561510 1019103 15046941 0.0361060 0.0359747 0.9638940 0.9640253
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 848 598444 23589 16042847 0.0347015 0.0359614 0.9652985 0.9640386
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 253 598722 7306 16059447 0.0334700 0.0359416 0.9665300 0.9640584
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 17155 581640 459914 15607019 0.0359592 0.0359289 0.9640408 0.9640711
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 36044 543840 1007146 15084751 0.0345517 0.0347978 0.9654483 0.9652022
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1917 577796 51730 16040338 0.0357336 0.0347690 0.9642664 0.9652310
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 176 578879 5092 16087634 0.0334093 0.0347331 0.9665907 0.9652669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3630 575314 99192 15993645 0.0353037 0.0347224 0.9646963 0.9652776
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21901 556308 612047 15481525 0.0345470 0.0346872 0.9654530 0.9653128
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46461 511012 1286921 14183992 0.0348445 0.0347745 0.9651555 0.9652255
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15322 541938 423923 15047203 0.0348826 0.0347638 0.9651174 0.9652362
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 301 556328 8331 15463426 0.0348703 0.0347276 0.9651297 0.9652724
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 804 555786 22890 15448906 0.0339326 0.0347264 0.9660674 0.9652736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21142 535130 587298 14884816 0.0347479 0.0347038 0.9652521 0.9652962
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21083 540861 593776 15008236 0.0342892 0.0347841 0.9657108 0.9652159
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35820 526347 986977 14614812 0.0350216 0.0347627 0.9649784 0.9652373
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1700 559754 46327 15556175 0.0353968 0.0347330 0.9646032 0.9652670
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3527 557740 96216 15506473 0.0353609 0.0347194 0.9646391 0.9652806
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46816 514191 1297789 14305160 0.0348177 0.0346973 0.9651823 0.9653027
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35533 524870 988569 14565408 0.0346967 0.0347820 0.9653033 0.9652180
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3451 556958 95804 15458167 0.0347690 0.0347770 0.9652310 0.9652230
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 814 558910 22335 15532321 0.0351635 0.0347338 0.9648365 0.9652662
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1049 558460 27110 15527761 0.0372527 0.0347167 0.9627473 0.9652833
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21246 538158 590411 14964565 0.0347352 0.0347138 0.9652648 0.9652862
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 1 APCs APCs 48381 316296 33849 1683006 0.5883619 0.1582032 0.4116381 0.8417968
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 10 ungated ungated 836644 126222 130001 988665 0.8655132 0.1132151 0.1344868 0.8867849
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 6 CD3+ CD3+ 598873 49006 17548 1416105 0.9715324 0.0334487 0.0284676 0.9665513
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 0 28325 124 2053083 0.0000000 0.0136086 1.0000000 0.9863914
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-1 run0 4 CD19+ CD19+ 73652 4130 8300 1995450 0.8987212 0.0020654 0.1012788 0.9979346
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 10 ungated ungated 1142442 1281848 32083 229089 0.9726843 0.8483795 0.0273157 0.1516205
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 6 CD3+ CD3+ 3082 985 896322 1785073 0.0034267 0.0005515 0.9965733 0.9994485
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 3 CD15+ CD15+ 105 656 268 2684433 0.2815013 0.0002443 0.7184987 0.9997557
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 4 CD19+ CD19+ 265 460 116356 2568381 0.0022723 0.0001791 0.9977277 0.9998209
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-2 run0 1 APCs APCs 0 0 172248 2513214 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 9 Other Other 150771 309777 24530 1785455 0.8600693 0.1478485 0.1399307 0.8521515
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 10 ungated ungated 782677 113480 184592 1189784 0.8091617 0.0870737 0.1908383 0.9129263
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 6 CD3+ CD3+ 740895 48439 18508 1462691 0.9756282 0.0320548 0.0243718 0.9679452
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 5 CD20+ CD20+ 1396 26645 256 2242236 0.8450363 0.0117437 0.1549637 0.9882563
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-3 run0 4 CD19+ CD19+ 92685 3743 2562 2171543 0.9731015 0.0017207 0.0268985 0.9982793
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 9 Other Other 139435 273465 26132 1539159 0.8421666 0.1508669 0.1578334 0.8491331
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 10 ungated ungated 680474 116507 174316 1006894 0.7960715 0.1037092 0.2039285 0.8962908
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 6 CD3+ CD3+ 618717 47413 10631 1301430 0.9831079 0.0351509 0.0168921 0.9648491
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 3 28882 114 1949192 0.0256410 0.0146011 0.9743590 0.9853989
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-4 run0 4 CD19+ CD19+ 70163 3126 13044 1891858 0.8432343 0.0016496 0.1567657 0.9983504
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 10 ungated ungated 879221 515912 63705 810057 0.9324390 0.3890830 0.0675610 0.6109170
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 6 CD3+ CD3+ 690885 57253 11036 1509721 0.9842774 0.0365373 0.0157226 0.9634627
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 5 CD20+ CD20+ 636 30651 536 2237072 0.5426621 0.0135162 0.4573379 0.9864838
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 4 CD19+ CD19+ 88478 5782 1621 2173014 0.9820087 0.0026538 0.0179913 0.9973462
dataset_name-FR-FCM-ZZRQ_seed-42 cyanno num-5 run0 3 CD15+ CD15+ 23 54 400 2268418 0.0543735 0.0000238 0.9456265 0.9999762
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 1 APCs APCs 30924 304672 51306 1694630 0.3760671 0.1523892 0.6239329 0.8476108
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 6 CD3+ CD3+ 614139 75266 2282 1389845 0.9962980 0.0513722 0.0037020 0.9486278
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 10 32944 114 2048464 0.0806452 0.0158277 0.9193548 0.9841723
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 4 CD19+ CD19+ 80746 26567 1206 1973013 0.9852841 0.0132863 0.0147159 0.9867137
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-1 run0 3 CD15+ CD15+ 305 12086 125 2069016 0.7093023 0.0058075 0.2906977 0.9941925
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 6 CD3+ CD3+ 898092 108892 1312 1677166 0.9985413 0.0609678 0.0014587 0.9390322
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 10 ungated ungated 912964 69547 261561 1441390 0.7773049 0.0460291 0.2226951 0.9539709
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 5 CD20+ CD20+ 416 34976 2353 2647717 0.1502347 0.0130376 0.8497653 0.9869624
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 4 CD19+ CD19+ 108092 21030 8529 2547811 0.9268657 0.0081866 0.0731343 0.9918134
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-2 run0 3 CD15+ CD15+ 175 6989 198 2678100 0.4691689 0.0026029 0.5308311 0.9973971
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 5 CD20+ CD20+ 298 227345 1354 2041536 0.1803874 0.1002014 0.8196126 0.8997986
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 9 Other Other 86994 203489 88307 1891743 0.4962550 0.0971200 0.5037450 0.9028800
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 6 CD3+ CD3+ 758095 83433 1308 1427697 0.9982776 0.0552123 0.0017224 0.9447877
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 3 CD15+ CD15+ 108 15393 260 2254772 0.2934783 0.0067806 0.7065217 0.9932194
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-3 run0 4 CD19+ CD19+ 65134 13477 30113 2161809 0.6838431 0.0061955 0.3161569 0.9938045
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 9 Other Other 81537 264538 84030 1548086 0.4924713 0.1459420 0.5075287 0.8540580
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 6 CD3+ CD3+ 627612 75177 1736 1273666 0.9972416 0.0557344 0.0027584 0.9442656
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 1 32020 116 1946054 0.0085470 0.0161875 0.9914530 0.9838125
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 4 CD19+ CD19+ 81154 23658 2053 1871326 0.9753266 0.0124845 0.0246734 0.9875155
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-4 run0 3 CD15+ CD15+ 353 12665 43 1965130 0.8914141 0.0064036 0.1085859 0.9935964
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 4 CD19+ CD19+ 83496 311298 6603 1867498 0.9267139 0.1428762 0.0732861 0.8571238
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 5 CD20+ CD20+ 714 276574 458 1991149 0.6092150 0.1219611 0.3907850 0.8780389
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 6 CD3+ CD3+ 701549 123282 372 1443692 0.9994700 0.0786752 0.0005300 0.9213248
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 10 ungated ungated 733314 25063 209612 1300906 0.7777005 0.0189016 0.2222995 0.9810984
dataset_name-FR-FCM-ZZRQ_seed-42 cygate num-5 run0 3 CD15+ CD15+ 87 4888 336 2263584 0.2056738 0.0021548 0.7943262 0.9978452
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 1 APCs APCs 68819 344819 13411 1654483 0.8369087 0.1724697 0.1630913 0.8275303
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 10 ungated ungated 810034 73854 156611 1041033 0.8379850 0.0662435 0.1620150 0.9337565
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 6 CD3+ CD3+ 613679 65572 2742 1399539 0.9955517 0.0447557 0.0044483 0.9552443
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 97 31004 27 2050404 0.7822581 0.0148957 0.2177419 0.9851043
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-1 run0 4 CD19+ CD19+ 67140 6513 14812 1993067 0.8192601 0.0032572 0.1807399 0.9967428
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 10 ungated ungated 1112763 1185607 61762 325330 0.9474153 0.7846833 0.0525847 0.2153167
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 1 APCs APCs 0 0 172248 2513214 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 3 CD15+ CD15+ 0 0 373 2685089 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 4 CD19+ CD19+ 0 0 116621 2568841 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-2 run0 5 CD20+ CD20+ 0 0 2769 2682693 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 9 Other Other 173929 344715 1372 1750517 0.9921735 0.1645235 0.0078265 0.8354765
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 6 CD3+ CD3+ 753289 128046 6114 1383084 0.9919489 0.0847353 0.0080511 0.9152647
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 10 ungated ungated 751677 18799 215592 1284465 0.7771127 0.0144246 0.2228873 0.9855754
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 5 CD20+ CD20+ 335 10486 1317 2258395 0.2027845 0.0046217 0.7972155 0.9953783
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-3 run0 4 CD19+ CD19+ 83168 6089 12079 2169197 0.8731824 0.0027992 0.1268176 0.9972008
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 9 Other Other 161911 300365 3656 1512259 0.9779183 0.1657073 0.0220817 0.8342927
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 6 CD3+ CD3+ 622372 67550 6976 1281293 0.9889155 0.0500800 0.0110845 0.9499200
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 10 ungated ungated 662236 55237 192554 1068164 0.7747353 0.0491694 0.2252647 0.9508306
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 106 35658 11 1942416 0.9059829 0.0180266 0.0940171 0.9819734
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-4 run0 4 CD19+ CD19+ 68380 4376 14827 1890608 0.8218059 0.0023093 0.1781941 0.9976907
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 10 ungated ungated 861919 503429 81007 822540 0.9140898 0.3796688 0.0859102 0.6203312
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 6 CD3+ CD3+ 696610 84698 5311 1482276 0.9924336 0.0540519 0.0075664 0.9459481
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 5 CD20+ CD20+ 726 25224 446 2242499 0.6194539 0.0111231 0.3805461 0.9888769
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 4 CD19+ CD19+ 87926 8363 2173 2170433 0.9758821 0.0038384 0.0241179 0.9961616
dataset_name-FR-FCM-ZZRQ_seed-42 dgcytof num-5 run0 1 APCs APCs 0 0 172248 2096647 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 1 APCs APCs 65595 341490 13817 1591491 0.8260087 0.1766650 0.1739913 0.8233350
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 6 CD3+ CD3+ 565413 99000 12391 1335589 0.9785550 0.0690093 0.0214450 0.9309907
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 10 ungated ungated 740306 54600 215403 1002084 0.7746144 0.0516711 0.2253856 0.9483289
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 87 60402 32 1951872 0.7310924 0.0300168 0.2689076 0.9699832
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-1 run0 4 CD19+ CD19+ 54672 26985 23206 1907530 0.7020211 0.0139492 0.2979789 0.9860508
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 10 ungated ungated 1098807 1109968 17417 189404 0.9843965 0.8542342 0.0156035 0.1457658
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 6 CD3+ CD3+ 3060 1794 806930 1603812 0.0037778 0.0011173 0.9962222 0.9988827
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 3 CD15+ CD15+ 230 1088 56 2414222 0.8041958 0.0004505 0.1958042 0.9995495
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 5 CD20+ CD20+ 81 776 1325 2413414 0.0576102 0.0003214 0.9423898 0.9996786
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-2 run0 4 CD19+ CD19+ 172 566 88629 2326229 0.0019369 0.0002433 0.9980631 0.9997567
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 9 Other Other 160272 311002 12065 1630982 0.9299918 0.1601465 0.0700082 0.8398535
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 10 ungated ungated 742874 134437 206543 1030467 0.7824528 0.1154061 0.2175472 0.8845939
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 6 CD3+ CD3+ 599192 91222 38249 1385658 0.9399960 0.0617667 0.0600040 0.9382333
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 4 CD19+ CD19+ 53322 9989 34259 2016751 0.6088307 0.0049286 0.3911693 0.9950714
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-3 run0 5 CD20+ CD20+ 415 6142 1069 2106695 0.2796496 0.0029070 0.7203504 0.9970930
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 9 Other Other 136690 299181 26520 1414244 0.8375100 0.1746099 0.1624900 0.8253901
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 10 ungated ungated 635003 76670 207348 957614 0.7538461 0.0741286 0.2461539 0.9258714
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 6 CD3+ CD3+ 528716 91575 27884 1228460 0.9499030 0.0693732 0.0500970 0.9306268
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 8 CD56+DR- NK cells CD56+DR- NK cells 90 58932 19 1817594 0.8256881 0.0314048 0.1743119 0.9685952
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-4 run0 4 CD19+ CD19+ 37606 9381 39522 1790126 0.4875791 0.0052131 0.5124209 0.9947869
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 10 ungated ungated 795410 455154 135781 788692 0.8541857 0.3659247 0.1458143 0.6340753
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 6 CD3+ CD3+ 640059 116740 15226 1403012 0.9767643 0.0768152 0.0232357 0.9231848
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 5 CD20+ CD20+ 965 78697 128 2095247 0.8828911 0.0362001 0.1171089 0.9637999
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 4 CD19+ CD19+ 68301 15299 15290 2076147 0.8170856 0.0073150 0.1829144 0.9926850
dataset_name-FR-FCM-ZZRQ_seed-42 lda num-5 run0 3 CD15+ CD15+ 413 3999 10 2170615 0.9763593 0.0018389 0.0236407 0.9981611
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 6 CD3+ CD3+ 102378 245021 514043 1220090 0.1660845 0.1672372 0.8339155 0.8327628
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 10 ungated ungated 161125 186403 805520 928484 0.1666848 0.1671945 0.8333152 0.8328055
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 3 CD15+ CD15+ 68 347217 362 1733885 0.1581395 0.1668429 0.8418605 0.8331571
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 1 APCs APCs 13856 333447 68374 1665855 0.1685030 0.1667817 0.8314970 0.8332183
dataset_name-FR-FCM-ZZRQ_seed-42 random num-1 run0 7 CD45+DR- NK cells CD45+DR- NK cells 17 346697 107 1734711 0.1370968 0.1665685 0.8629032 0.8334315
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 10 ungated ungated 196044 252667 978481 1258270 0.1669134 0.1672254 0.8330866 0.8327746
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 5 CD20+ CD20+ 440 447571 2329 2235122 0.1589021 0.1668365 0.8410979 0.8331635
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 3 CD15+ CD15+ 72 447646 301 2237443 0.1930295 0.1667155 0.8069705 0.8332845
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 6 CD3+ CD3+ 149553 297604 749851 1488454 0.1662801 0.1666262 0.8337199 0.8333738
dataset_name-FR-FCM-ZZRQ_seed-42 random num-2 run0 4 CD19+ CD19+ 19308 426475 97313 2142366 0.1655619 0.1660184 0.8344381 0.8339816
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 6 CD3+ CD3+ 126328 252501 633075 1258629 0.1663517 0.1670942 0.8336483 0.8329058
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 4 CD19+ CD19+ 16019 363202 79228 1812084 0.1681838 0.1669675 0.8318162 0.8330325
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 3 CD15+ CD15+ 61 378797 307 1891368 0.1657609 0.1668588 0.8342391 0.8331412
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 5 CD20+ CD20+ 276 378481 1376 1890400 0.1670702 0.1668139 0.8329298 0.8331861
dataset_name-FR-FCM-ZZRQ_seed-42 random num-3 run0 9 Other Other 29302 348644 145999 1746588 0.1671525 0.1663988 0.8328475 0.8336012
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 4 CD19+ CD19+ 13866 316387 69341 1578597 0.1666446 0.1669602 0.8333554 0.8330398
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 3 CD15+ CD15+ 65 329952 331 1647843 0.1641414 0.1668282 0.8358586 0.8331718
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 6 CD3+ CD3+ 105222 225009 524126 1123834 0.1671921 0.1668163 0.8328079 0.8331837
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 10 ungated ungated 142678 187371 712112 936030 0.1669159 0.1667891 0.8330841 0.8332109
dataset_name-FR-FCM-ZZRQ_seed-42 random num-4 run0 9 Other Other 27710 301913 137857 1510711 0.1673643 0.1665613 0.8326357 0.8334387
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 6 CD3+ CD3+ 140452 314363 561469 1252611 0.2000966 0.2006179 0.7999034 0.7993821
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 10 ungated ungated 188991 265765 753935 1060204 0.2004304 0.2004308 0.7995696 0.7995692
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 3 CD15+ CD15+ 86 453621 337 1814851 0.2033097 0.1999676 0.7966903 0.8000324
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 5 CD20+ CD20+ 234 453072 938 1814651 0.1996587 0.1997916 0.8003413 0.8002084
dataset_name-FR-FCM-ZZRQ_seed-42 random num-5 run0 4 CD19+ CD19+ 18108 434203 71991 1744593 0.2009789 0.1992858 0.7990211 0.8007142
dataset_name-Levine_seed-42 cyanno num-1 run0 15 ungated ungated 106039 59888 12849 12575 0.8919235 0.8264632 0.1080765 0.1735368
dataset_name-Levine_seed-42 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3855 3936 14276 169284 0.2126193 0.0227225 0.7873807 0.9772775
dataset_name-Levine_seed-42 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 3701 3829 8619 175202 0.3004058 0.0213874 0.6995942 0.9786126
dataset_name-Levine_seed-42 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 3454 3492 9751 174654 0.2615676 0.0196019 0.7384324 0.9803981
dataset_name-Levine_seed-42 cyanno num-1 run0 10 Monocytes Monocytes 1193 1205 14918 174035 0.0740488 0.0068763 0.9259512 0.9931237
dataset_name-Levine_seed-42 cyanno num-2 run0 15 ungated ungated 31291 20496 11264 11225 0.7353072 0.6461335 0.2646928 0.3538665
dataset_name-Levine_seed-42 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 3780 3786 4455 62255 0.4590164 0.0573280 0.5409836 0.9426720
dataset_name-Levine_seed-42 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 1977 1982 4926 65391 0.2863972 0.0294183 0.7136028 0.9705817
dataset_name-Levine_seed-42 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1975 1981 2225 68095 0.4702381 0.0282693 0.5297619 0.9717307
dataset_name-Levine_seed-42 cyanno num-2 run0 10 Monocytes Monocytes 1848 1856 3140 67432 0.3704892 0.0267867 0.6295108 0.9732133
dataset_name-Levine_seed-42 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17771 28541 360 144679 0.9801445 0.1647673 0.0198555 0.8352327
dataset_name-Levine_seed-42 cygate num-1 run0 10 Monocytes Monocytes 16082 22548 29 152692 0.9982000 0.1286693 0.0018000 0.8713307
dataset_name-Levine_seed-42 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13161 19451 44 158695 0.9966679 0.1091857 0.0033321 0.8908143
dataset_name-Levine_seed-42 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11607 15049 713 163982 0.9421266 0.0840581 0.0578734 0.9159419
dataset_name-Levine_seed-42 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3266 5850 86 182149 0.9743437 0.0311172 0.0256563 0.9688828
dataset_name-Levine_seed-42 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8219 9763 16 56278 0.9980571 0.1478324 0.0019429 0.8521676
dataset_name-Levine_seed-42 cygate num-2 run0 10 Monocytes Monocytes 4955 8186 33 61102 0.9933841 0.1181446 0.0066159 0.8818554
dataset_name-Levine_seed-42 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6880 7905 23 59468 0.9966681 0.1173319 0.0033319 0.8826681
dataset_name-Levine_seed-42 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4192 4720 8 65356 0.9980952 0.0673554 0.0019048 0.9326446
dataset_name-Levine_seed-42 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2767 3353 16 68140 0.9942508 0.0468997 0.0057492 0.9531003
dataset_name-Levine_seed-42 dgcytof num-1 run0 15 ungated ungated 103027 59137 15861 13326 0.8665887 0.8160993 0.1334113 0.1839007
dataset_name-Levine_seed-42 dgcytof num-1 run0 10 Monocytes Monocytes 4766 5266 11345 169974 0.2958227 0.0300502 0.7041773 0.9699498
dataset_name-Levine_seed-42 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 3686 4350 9519 173796 0.2791367 0.0244182 0.7208633 0.9755818
dataset_name-Levine_seed-42 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 3012 3924 15119 169296 0.1661243 0.0226533 0.8338757 0.9773467
dataset_name-Levine_seed-42 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1181 1645 597 187928 0.6642295 0.0086774 0.3357705 0.9913226
dataset_name-Levine_seed-42 dgcytof num-2 run0 15 ungated ungated 33101 22751 9454 8970 0.7778404 0.7172220 0.2221596 0.2827780
dataset_name-Levine_seed-42 dgcytof num-2 run0 10 Monocytes Monocytes 3876 4097 1112 65191 0.7770650 0.0591300 0.2229350 0.9408700
dataset_name-Levine_seed-42 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 3282 3331 918 66745 0.7814286 0.0475341 0.2185714 0.9524659
dataset_name-Levine_seed-42 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1008 1190 295 71783 0.7735994 0.0163074 0.2264006 0.9836926
dataset_name-Levine_seed-42 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 269 270 2514 71223 0.0966583 0.0037766 0.9033417 0.9962234
dataset_name-Levine_seed-42 lda num-1 run0 15 ungated ungated 55519 28260 39601 27552 0.5836733 0.5063427 0.4163267 0.4936573
dataset_name-Levine_seed-42 lda num-1 run0 9 Mature_B_cells Mature_B_cells 7456 10301 2494 130681 0.7493467 0.0730661 0.2506533 0.9269339
dataset_name-Levine_seed-42 lda num-1 run0 10 Monocytes Monocytes 6818 9716 6108 128290 0.5274640 0.0704027 0.4725360 0.9295973
dataset_name-Levine_seed-42 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3959 5492 5766 135715 0.4070951 0.0388933 0.5929049 0.9611067
dataset_name-Levine_seed-42 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2408 3414 9805 135305 0.1971670 0.0246109 0.8028330 0.9753891
dataset_name-Levine_seed-42 lda num-2 run0 15 ungated ungated 11422 6320 19501 15905 0.3693691 0.2843645 0.6306309 0.7156355
dataset_name-Levine_seed-42 lda num-2 run0 10 Monocytes Monocytes 3438 5344 653 43713 0.8403813 0.1089345 0.1596187 0.8910655
dataset_name-Levine_seed-42 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2953 3170 1663 45362 0.6397314 0.0653177 0.3602686 0.9346823
dataset_name-Levine_seed-42 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2510 2781 1561 46296 0.6165561 0.0566661 0.3834439 0.9433339
dataset_name-Levine_seed-42 lda num-2 run0 12 Pre_B_cells Pre_B_cells 2111 2459 320 48258 0.8683669 0.0484847 0.1316331 0.9515153
dataset_name-Levine_seed-42 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-42 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-42 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-42 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-42 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-42 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Levine_seed-42 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-42 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-42 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-42 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Samusik_seed-42 cyanno num-1 run0 25 ungated ungated 268968 32668 24294 429973 0.9171594 0.0706120 0.0828406 0.9293880
dataset_name-Samusik_seed-42 cyanno num-1 run0 7 Classical Monocytes Classical Monocytes 87314 5540 3261 659788 0.9639967 0.0083267 0.0360033 0.9916733
dataset_name-Samusik_seed-42 cyanno num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 73112 5230 2583 674978 0.9658762 0.0076888 0.0341238 0.9923112
dataset_name-Samusik_seed-42 cyanno num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41399 3289 2231 708984 0.9488655 0.0046176 0.0511345 0.9953824
dataset_name-Samusik_seed-42 cyanno num-1 run0 8 Eosinophils Eosinophils 45991 2873 1258 705781 0.9733751 0.0040542 0.0266249 0.9959458
dataset_name-Samusik_seed-42 cyanno num-2 run0 25 ungated ungated 273832 31633 23839 431627 0.9199149 0.0682835 0.0800851 0.9317165
dataset_name-Samusik_seed-42 cyanno num-2 run0 7 Classical Monocytes Classical Monocytes 87955 6571 1771 664634 0.9802621 0.0097899 0.0197379 0.9902101
dataset_name-Samusik_seed-42 cyanno num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70167 4193 5204 681367 0.9309549 0.0061162 0.0690451 0.9938838
dataset_name-Samusik_seed-42 cyanno num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43073 3315 1574 712969 0.9647457 0.0046281 0.0352543 0.9953719
dataset_name-Samusik_seed-42 cyanno num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104108 2388 1329 653106 0.9873953 0.0036431 0.0126047 0.9963569
dataset_name-Samusik_seed-42 cyanno num-3 run0 25 ungated ungated 273595 31040 23955 428498 0.9194925 0.0675461 0.0805075 0.9324539
dataset_name-Samusik_seed-42 cyanno num-3 run0 7 Classical Monocytes Classical Monocytes 85667 5637 1927 663857 0.9780008 0.0084198 0.0219992 0.9915802
dataset_name-Samusik_seed-42 cyanno num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71060 4741 2695 678592 0.9634601 0.0069381 0.0365399 0.9930619
dataset_name-Samusik_seed-42 cyanno num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42717 3167 2704 708500 0.9404681 0.0044501 0.0595319 0.9955499
dataset_name-Samusik_seed-42 cyanno num-3 run0 8 Eosinophils Eosinophils 46950 2680 1895 705563 0.9612038 0.0037840 0.0387962 0.9962160
dataset_name-Samusik_seed-42 cyanno num-4 run0 25 ungated ungated 272525 31926 23681 430006 0.9200523 0.0691141 0.0799477 0.9308859
dataset_name-Samusik_seed-42 cyanno num-4 run0 7 Classical Monocytes Classical Monocytes 86302 5610 1902 664324 0.9784364 0.0083740 0.0215636 0.9916260
dataset_name-Samusik_seed-42 cyanno num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 70593 4499 4856 678190 0.9356386 0.0065901 0.0643614 0.9934099
dataset_name-Samusik_seed-42 cyanno num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41784 3292 2216 710846 0.9496364 0.0046098 0.0503636 0.9953902
dataset_name-Samusik_seed-42 cyanno num-4 run0 8 Eosinophils Eosinophils 46653 2558 1931 706996 0.9602544 0.0036051 0.0397456 0.9963949
dataset_name-Samusik_seed-42 cyanno num-5 run0 25 ungated ungated 272809 34402 23006 434145 0.9222284 0.0734227 0.0777716 0.9265773
dataset_name-Samusik_seed-42 cyanno num-5 run0 7 Classical Monocytes Classical Monocytes 86727 5117 2537 669981 0.9715787 0.0075796 0.0284213 0.9924204
dataset_name-Samusik_seed-42 cyanno num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 70952 4766 3278 685366 0.9558400 0.0069059 0.0441600 0.9930941
dataset_name-Samusik_seed-42 cyanno num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43202 3179 2667 715314 0.9418562 0.0044245 0.0581438 0.9955755
dataset_name-Samusik_seed-42 cyanno num-5 run0 8 Eosinophils Eosinophils 47177 2774 1514 712897 0.9689060 0.0038761 0.0310940 0.9961239
dataset_name-Samusik_seed-42 cygate num-1 run0 7 Classical Monocytes Classical Monocytes 88710 44487 1865 620841 0.9794093 0.0668648 0.0205907 0.9331352
dataset_name-Samusik_seed-42 cygate num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 74090 32277 1605 647931 0.9787965 0.0474517 0.0212035 0.9525483
dataset_name-Samusik_seed-42 cygate num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18234 27449 183 710037 0.9900635 0.0372197 0.0099365 0.9627803
dataset_name-Samusik_seed-42 cygate num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43349 21183 281 691090 0.9935595 0.0297400 0.0064405 0.9702600
dataset_name-Samusik_seed-42 cygate num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102546 16150 26 637181 0.9997465 0.0247195 0.0002535 0.9752805
dataset_name-Samusik_seed-42 cygate num-2 run0 7 Classical Monocytes Classical Monocytes 85240 31712 4486 639493 0.9500033 0.0472464 0.0499967 0.9527536
dataset_name-Samusik_seed-42 cygate num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19025 33180 131 708595 0.9931614 0.0447305 0.0068386 0.9552695
dataset_name-Samusik_seed-42 cygate num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 44500 23342 147 692942 0.9967075 0.0325876 0.0032925 0.9674124
dataset_name-Samusik_seed-42 cygate num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 67561 21336 7810 664224 0.8963792 0.0311220 0.1036208 0.9688780
dataset_name-Samusik_seed-42 cygate num-2 run0 8 Eosinophils Eosinophils 42088 8944 3644 706255 0.9203184 0.0125056 0.0796816 0.9874944
dataset_name-Samusik_seed-42 cygate num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19290 40092 240 697466 0.9877112 0.0543578 0.0122888 0.9456422
dataset_name-Samusik_seed-42 cygate num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71320 33497 2435 649836 0.9669853 0.0490200 0.0330147 0.9509800
dataset_name-Samusik_seed-42 cygate num-3 run0 7 Classical Monocytes Classical Monocytes 85485 31457 2109 638037 0.9759230 0.0469862 0.0240770 0.9530138
dataset_name-Samusik_seed-42 cygate num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45156 23100 265 688567 0.9941657 0.0324590 0.0058343 0.9675410
dataset_name-Samusik_seed-42 cygate num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99919 15100 54 642015 0.9994599 0.0229792 0.0005401 0.9770208
dataset_name-Samusik_seed-42 cygate num-4 run0 7 Classical Monocytes Classical Monocytes 85607 34887 2597 635047 0.9705569 0.0520753 0.0294431 0.9479247
dataset_name-Samusik_seed-42 cygate num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18584 34845 164 704545 0.9912524 0.0471267 0.0087476 0.9528733
dataset_name-Samusik_seed-42 cygate num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43751 22757 249 691381 0.9943409 0.0318664 0.0056591 0.9681336
dataset_name-Samusik_seed-42 cygate num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 67807 21110 7642 661579 0.8987130 0.0309218 0.1012870 0.9690782
dataset_name-Samusik_seed-42 cygate num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102700 15805 35 639598 0.9996593 0.0241149 0.0003407 0.9758851
dataset_name-Samusik_seed-42 cygate num-5 run0 7 Classical Monocytes Classical Monocytes 87576 36510 1688 638588 0.9810898 0.0540810 0.0189102 0.9459190
dataset_name-Samusik_seed-42 cygate num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18677 35664 193 709828 0.9897721 0.0478395 0.0102279 0.9521605
dataset_name-Samusik_seed-42 cygate num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 71328 27809 2902 662323 0.9609053 0.0402952 0.0390947 0.9597048
dataset_name-Samusik_seed-42 cygate num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45750 25361 119 693132 0.9974057 0.0352975 0.0025943 0.9647025
dataset_name-Samusik_seed-42 cygate num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 106062 17413 39 640848 0.9996324 0.0264530 0.0003676 0.9735470
dataset_name-Samusik_seed-42 dgcytof num-1 run0 25 ungated ungated 248456 32681 44806 429960 0.8472151 0.0706401 0.1527849 0.9293599
dataset_name-Samusik_seed-42 dgcytof num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 73461 8511 2234 671697 0.9704868 0.0125123 0.0295132 0.9874877
dataset_name-Samusik_seed-42 dgcytof num-1 run0 7 Classical Monocytes Classical Monocytes 85249 6878 5326 658450 0.9411979 0.0103378 0.0588021 0.9896622
dataset_name-Samusik_seed-42 dgcytof num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101066 4939 1506 648392 0.9853176 0.0075597 0.0146824 0.9924403
dataset_name-Samusik_seed-42 dgcytof num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16668 4137 1749 733349 0.9050334 0.0056096 0.0949666 0.9943904
dataset_name-Samusik_seed-42 dgcytof num-2 run0 25 ungated ungated 251418 37421 46253 425839 0.8446170 0.0807775 0.1553830 0.9192225
dataset_name-Samusik_seed-42 dgcytof num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 72341 10887 3030 674673 0.9597989 0.0158804 0.0402011 0.9841196
dataset_name-Samusik_seed-42 dgcytof num-2 run0 7 Classical Monocytes Classical Monocytes 84676 7650 5050 663555 0.9437175 0.0113974 0.0562825 0.9886026
dataset_name-Samusik_seed-42 dgcytof num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 103164 6072 2273 649422 0.9784421 0.0092632 0.0215579 0.9907368
dataset_name-Samusik_seed-42 dgcytof num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 39564 4038 5083 712246 0.8861514 0.0056374 0.1138486 0.9943626
dataset_name-Samusik_seed-42 dgcytof num-3 run0 25 ungated ungated 245312 24661 52238 434877 0.8244396 0.0536648 0.1755604 0.9463352
dataset_name-Samusik_seed-42 dgcytof num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71467 8565 2288 674768 0.9689784 0.0125342 0.0310216 0.9874658
dataset_name-Samusik_seed-42 dgcytof num-3 run0 7 Classical Monocytes Classical Monocytes 83126 6344 4468 663150 0.9489919 0.0094758 0.0510081 0.9905242
dataset_name-Samusik_seed-42 dgcytof num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99533 6207 440 650908 0.9955988 0.0094458 0.0044012 0.9905542
dataset_name-Samusik_seed-42 dgcytof num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41976 5555 3445 706112 0.9241540 0.0078056 0.0758460 0.9921944
dataset_name-Samusik_seed-42 dgcytof num-4 run0 25 ungated ungated 253168 33302 43038 428630 0.8547025 0.0720929 0.1452975 0.9279071
dataset_name-Samusik_seed-42 dgcytof num-4 run0 7 Classical Monocytes Classical Monocytes 84077 7216 4127 662718 0.9532107 0.0107712 0.0467893 0.9892288
dataset_name-Samusik_seed-42 dgcytof num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 70720 6788 4729 675901 0.9373219 0.0099430 0.0626781 0.9900570
dataset_name-Samusik_seed-42 dgcytof num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101577 5284 1158 650119 0.9887283 0.0080622 0.0112717 0.9919378
dataset_name-Samusik_seed-42 dgcytof num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 39953 4383 4047 709755 0.9080227 0.0061375 0.0919773 0.9938625
dataset_name-Samusik_seed-42 dgcytof num-5 run0 25 ungated ungated 255399 43720 40416 424827 0.8633741 0.0933097 0.1366259 0.9066903
dataset_name-Samusik_seed-42 dgcytof num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 105359 8169 742 650092 0.9930067 0.0124100 0.0069933 0.9875900
dataset_name-Samusik_seed-42 dgcytof num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 71671 8036 2559 682096 0.9655261 0.0116441 0.0344739 0.9883559
dataset_name-Samusik_seed-42 dgcytof num-5 run0 7 Classical Monocytes Classical Monocytes 81974 5569 7290 669529 0.9183321 0.0082492 0.0816679 0.9917508
dataset_name-Samusik_seed-42 dgcytof num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 37727 2999 8142 715494 0.8224945 0.0041740 0.1775055 0.9958260
dataset_name-Samusik_seed-42 lda num-1 run0 25 ungated ungated 130453 60828 97087 285910 0.5733190 0.1754293 0.4266810 0.8245707
dataset_name-Samusik_seed-42 lda num-1 run0 7 Classical Monocytes Classical Monocytes 32748 21273 20560 499697 0.6143168 0.0408334 0.3856832 0.9591666
dataset_name-Samusik_seed-42 lda num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 52657 20707 6829 494085 0.8851999 0.0402240 0.1148001 0.9597760
dataset_name-Samusik_seed-42 lda num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 84172 6102 3675 480329 0.9581659 0.0125444 0.0418341 0.9874556
dataset_name-Samusik_seed-42 lda num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 6343 6887 11080 549968 0.3640590 0.0123677 0.6359410 0.9876323
dataset_name-Samusik_seed-42 lda num-2 run0 25 ungated ungated 151107 94067 66946 226184 0.6929829 0.2937290 0.3070171 0.7062710
dataset_name-Samusik_seed-42 lda num-2 run0 7 Classical Monocytes Classical Monocytes 14639 11108 37604 474953 0.2802098 0.0228531 0.7197902 0.9771469
dataset_name-Samusik_seed-42 lda num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 29819 10162 24089 474234 0.5531461 0.0209787 0.4468539 0.9790213
dataset_name-Samusik_seed-42 lda num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 5856 7259 4855 520334 0.5467277 0.0137587 0.4532723 0.9862413
dataset_name-Samusik_seed-42 lda num-2 run0 8 Eosinophils Eosinophils 31739 6593 6639 493333 0.8270103 0.0131880 0.1729897 0.9868120
dataset_name-Samusik_seed-42 lda num-3 run0 25 ungated ungated 129785 60776 83109 255711 0.6096226 0.1920332 0.3903774 0.8079668
dataset_name-Samusik_seed-42 lda num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 46080 18344 6397 458560 0.8780990 0.0384648 0.1219010 0.9615352
dataset_name-Samusik_seed-42 lda num-3 run0 7 Classical Monocytes Classical Monocytes 17970 10915 21850 478646 0.4512808 0.0222955 0.5487192 0.9777045
dataset_name-Samusik_seed-42 lda num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 82641 6021 1623 439096 0.9807391 0.0135268 0.0192609 0.9864732
dataset_name-Samusik_seed-42 lda num-3 run0 8 Eosinophils Eosinophils 34699 6548 7861 480273 0.8152961 0.0134505 0.1847039 0.9865495
dataset_name-Samusik_seed-42 lda num-4 run0 25 ungated ungated 126200 62781 76389 241670 0.6229361 0.2062105 0.3770639 0.7937895
dataset_name-Samusik_seed-42 lda num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 37093 14477 14362 441108 0.7208823 0.0317767 0.2791177 0.9682233
dataset_name-Samusik_seed-42 lda num-4 run0 7 Classical Monocytes Classical Monocytes 20826 13359 21128 451727 0.4964008 0.0287237 0.5035992 0.9712763
dataset_name-Samusik_seed-42 lda num-4 run0 8 Eosinophils Eosinophils 34328 6720 7221 458771 0.8262052 0.0144364 0.1737948 0.9855636
dataset_name-Samusik_seed-42 lda num-4 run0 19 NKT cells NKT cells 5576 5976 1662 493826 0.7703786 0.0119567 0.2296214 0.9880433
dataset_name-Samusik_seed-42 lda num-5 run0 25 ungated ungated 136387 64188 83891 265785 0.6191585 0.1945250 0.3808415 0.8054750
dataset_name-Samusik_seed-42 lda num-5 run0 7 Classical Monocytes Classical Monocytes 25432 17891 17438 489490 0.5932354 0.0352615 0.4067646 0.9647385
dataset_name-Samusik_seed-42 lda num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 43344 16629 10049 480229 0.8117918 0.0334683 0.1882082 0.9665317
dataset_name-Samusik_seed-42 lda num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 7157 8263 10511 524320 0.4050826 0.0155150 0.5949174 0.9844850
dataset_name-Samusik_seed-42 lda num-5 run0 8 Eosinophils Eosinophils 34581 6539 6628 502503 0.8391613 0.0128457 0.1608387 0.9871543
dataset_name-Samusik_seed-42 random num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 725 30317 17692 707169 0.0393658 0.0411086 0.9606342 0.9588914
dataset_name-Samusik_seed-42 random num-1 run0 15 MEP MEP 200 30818 4774 720111 0.0402091 0.0410398 0.9597909 0.9589602
dataset_name-Samusik_seed-42 random num-1 run0 9 GMP GMP 218 30574 5420 719691 0.0386662 0.0407509 0.9613338 0.9592491
dataset_name-Samusik_seed-42 random num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1731 28933 41899 683340 0.0396745 0.0406207 0.9603255 0.9593793
dataset_name-Samusik_seed-42 random num-1 run0 4 CD8 T cells CD8 T cells 430 30255 10529 714689 0.0392372 0.0406138 0.9607628 0.9593862
dataset_name-Samusik_seed-42 random num-2 run0 3 CD4 T cells CD4 T cells 201 31051 4723 724956 0.0408205 0.0410724 0.9591795 0.9589276
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 92 31141 2502 727196 0.0354665 0.0410649 0.9645335 0.9589351
dataset_name-Samusik_seed-42 random num-2 run0 4 CD8 T cells CD8 T cells 419 30565 10465 719482 0.0384969 0.0407508 0.9615031 0.9592492
dataset_name-Samusik_seed-42 random num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4284 26591 101153 628903 0.0406309 0.0405664 0.9593691 0.9594336
dataset_name-Samusik_seed-42 random num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 3031 27797 72340 657763 0.0402144 0.0405464 0.9597856 0.9594536
dataset_name-Samusik_seed-42 random num-3 run0 6 CMP CMP 72 31013 1770 724233 0.0390879 0.0410634 0.9609121 0.9589366
dataset_name-Samusik_seed-42 random num-3 run0 3 CD4 T cells CD4 T cells 221 30848 4846 721173 0.0436156 0.0410201 0.9563844 0.9589799
dataset_name-Samusik_seed-42 random num-3 run0 24 pDCs pDCs 975 29858 22807 703448 0.0409974 0.0407170 0.9590026 0.9592830
dataset_name-Samusik_seed-42 random num-3 run0 4 CD8 T cells CD8 T cells 447 30289 10709 715643 0.0400681 0.0406056 0.9599319 0.9593944
dataset_name-Samusik_seed-42 random num-3 run0 7 Classical Monocytes Classical Monocytes 3546 27160 84048 642334 0.0404822 0.0405680 0.9595178 0.9594320
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 99 31024 2692 724323 0.0354712 0.0410725 0.9645288 0.9589275
dataset_name-Samusik_seed-42 random num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 149 30957 3612 723420 0.0396171 0.0410365 0.9603829 0.9589635
dataset_name-Samusik_seed-42 random num-4 run0 7 Classical Monocytes Classical Monocytes 3618 27261 84586 642673 0.0410185 0.0406921 0.9589815 0.9593079
dataset_name-Samusik_seed-42 random num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 2982 27771 72467 654918 0.0395234 0.0406788 0.9604766 0.9593212
dataset_name-Samusik_seed-42 random num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 756 30016 17992 709374 0.0403243 0.0405956 0.9596757 0.9594044
dataset_name-Samusik_seed-42 random num-5 run0 4 CD8 T cells CD8 T cells 451 30925 11087 721899 0.0390882 0.0410787 0.9609118 0.9589213
dataset_name-Samusik_seed-42 random num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 334 31048 7119 725861 0.0448142 0.0410195 0.9551858 0.9589805
dataset_name-Samusik_seed-42 random num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4404 26723 101697 631538 0.0415076 0.0405964 0.9584924 0.9594036
dataset_name-Samusik_seed-42 random num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 763 30249 18107 715243 0.0404346 0.0405759 0.9595654 0.9594241
dataset_name-Samusik_seed-42 random num-5 run0 8 Eosinophils Eosinophils 1946 29008 46745 686663 0.0399663 0.0405326 0.9600337 0.9594674
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 45123 7069 4811 108882 0.9036528 0.0609654 0.0963472 0.9390346
dataset_name-Transformed_seed-42 cyanno num-1 run0 3 CD4 T-cells CD4 T-cells 58626 3259 2028 101972 0.9665644 0.0309700 0.0334356 0.9690300
dataset_name-Transformed_seed-42 cyanno num-1 run0 6 NK cells NK cells 21395 2681 2123 139686 0.9097287 0.0188316 0.0902713 0.9811684
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 13311 2246 3268 147060 0.8028832 0.0150429 0.1971168 0.9849571
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 2984 466 822 161613 0.7840252 0.0028751 0.2159748 0.9971249
dataset_name-Transformed_seed-42 cyanno num-2 run0 4 CD8 T-cells CD8 T-cells 43400 4505 4636 108288 0.9034890 0.0399404 0.0965110 0.9600596
dataset_name-Transformed_seed-42 cyanno num-2 run0 3 CD4 T-cells CD4 T-cells 57087 3406 1212 99124 0.9792106 0.0332195 0.0207894 0.9667805
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 14896 2548 1806 141579 0.8918692 0.0176789 0.1081308 0.9823211
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 20613 1374 2688 136154 0.8846401 0.0099907 0.1153599 0.9900093
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 2314 358 653 157504 0.7799124 0.0022678 0.2200876 0.9977322
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 44945 5098 4746 108568 0.9044897 0.0448507 0.0955103 0.9551493
dataset_name-Transformed_seed-42 cyanno num-3 run0 6 NK cells NK cells 21726 2953 1369 137309 0.9407231 0.0210535 0.0592769 0.9789465
dataset_name-Transformed_seed-42 cyanno num-3 run0 3 CD4 T-cells CD4 T-cells 56944 1872 2199 102342 0.9628189 0.0179630 0.0371811 0.9820370
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 14700 2129 2329 144199 0.8632333 0.0145495 0.1367667 0.9854505
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 2341 457 616 159943 0.7916808 0.0028491 0.2083192 0.9971509
dataset_name-Transformed_seed-42 cyanno num-4 run0 4 CD8 T-cells CD8 T-cells 44919 8709 3906 106267 0.9200000 0.0757462 0.0800000 0.9242538
dataset_name-Transformed_seed-42 cyanno num-4 run0 3 CD4 T-cells CD4 T-cells 56110 3267 3922 100502 0.9346682 0.0314834 0.0653318 0.9685166
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 13874 2177 3152 144598 0.8148714 0.0148322 0.1851286 0.9851678
dataset_name-Transformed_seed-42 cyanno num-4 run0 6 NK cells NK cells 20575 1954 2294 138978 0.8996895 0.0138648 0.1003105 0.9861352
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 5660 280 650 157211 0.8969889 0.0017779 0.1030111 0.9982221
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 41648 4985 4874 109631 0.8952324 0.0434931 0.1047676 0.9565069
dataset_name-Transformed_seed-42 cyanno num-5 run0 3 CD4 T-cells CD4 T-cells 57661 4223 1561 97693 0.9736416 0.0414361 0.0263584 0.9585639
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 14993 2284 2530 141331 0.8556183 0.0159036 0.1443817 0.9840964
dataset_name-Transformed_seed-42 cyanno num-5 run0 6 NK cells NK cells 20629 1503 2380 136626 0.8965622 0.0108811 0.1034378 0.9891189
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 2534 505 528 157571 0.8275637 0.0031947 0.1724363 0.9968053
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 33188 6314 16746 109637 0.6646373 0.0544540 0.3353627 0.9455460
dataset_name-Transformed_seed-42 cygate num-1 run0 6 NK cells NK cells 21708 7455 1810 134912 0.9230377 0.0523647 0.0769623 0.9476353
dataset_name-Transformed_seed-42 cygate num-1 run0 2 B-cells IgM- B-cells IgM- 2734 1843 432 160876 0.8635502 0.0113263 0.1364498 0.9886737
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 10175 1673 6404 147633 0.6137282 0.0112052 0.3862718 0.9887948
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 2994 882 812 161197 0.7866527 0.0054418 0.2133473 0.9945582
dataset_name-Transformed_seed-42 cygate num-2 run0 4 CD8 T-cells CD8 T-cells 37591 9788 10445 103005 0.7825589 0.0867784 0.2174411 0.9132216
dataset_name-Transformed_seed-42 cygate num-2 run0 3 CD4 T-cells CD4 T-cells 54051 5383 4248 97147 0.9271343 0.0525017 0.0728657 0.9474983
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 16895 4310 6406 133218 0.7250762 0.0313391 0.2749238 0.9686609
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 12198 4485 4504 139642 0.7303317 0.0311184 0.2696683 0.9688816
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 1994 1369 973 156493 0.6720593 0.0086721 0.3279407 0.9913279
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 36550 9933 13141 103733 0.7355457 0.0873876 0.2644543 0.9126124
dataset_name-Transformed_seed-42 cygate num-3 run0 6 NK cells NK cells 20119 5350 2976 134912 0.8711409 0.0381429 0.1288591 0.9618571
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 12092 3389 4937 142939 0.7100828 0.0231603 0.2899172 0.9768397
dataset_name-Transformed_seed-42 cygate num-3 run0 2 B-cells IgM- B-cells IgM- 2532 1392 425 159008 0.8562732 0.0086783 0.1437268 0.9913217
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 3013 998 696 158650 0.8123483 0.0062513 0.1876517 0.9937487
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 32861 7436 15964 107540 0.6730364 0.0646744 0.3269636 0.9353256
dataset_name-Transformed_seed-42 cygate num-4 run0 6 NK cells NK cells 20624 5634 2245 135298 0.9018322 0.0399767 0.0981678 0.9600233
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 12083 2136 4943 144639 0.7096793 0.0145529 0.2903207 0.9854471
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 46525 1151 13507 102618 0.7750033 0.0110919 0.2249967 0.9889081
dataset_name-Transformed_seed-42 cygate num-4 run0 2 B-cells IgM- B-cells IgM- 2682 1154 480 159485 0.8481973 0.0071838 0.1518027 0.9928162
dataset_name-Transformed_seed-42 cygate num-5 run0 6 NK cells NK cells 21600 7045 1409 131084 0.9387631 0.0510030 0.0612369 0.9489970
dataset_name-Transformed_seed-42 cygate num-5 run0 3 CD4 T-cells CD4 T-cells 54743 5164 4479 96752 0.9243693 0.0506692 0.0756307 0.9493308
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 30504 5443 16018 109173 0.6556898 0.0474890 0.3443102 0.9525110
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 10965 3423 6558 140192 0.6257490 0.0238346 0.3742510 0.9761654
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 2267 1187 795 156889 0.7403658 0.0075090 0.2596342 0.9924910
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 41310 7760 8624 108191 0.8272920 0.0669248 0.1727080 0.9330752
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 57263 4944 3391 100287 0.9440927 0.0469824 0.0559073 0.9530176
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 13655 4482 2924 144824 0.8236323 0.0300189 0.1763677 0.9699811
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 19941 2890 3577 139477 0.8479037 0.0202996 0.1520963 0.9797004
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1 B-cells IgM+ B-cells IgM+ 5466 998 862 158559 0.8637800 0.0062548 0.1362200 0.9937452
dataset_name-Transformed_seed-42 dgcytof num-2 run0 4 CD8 T-cells CD8 T-cells 43363 10897 4673 101896 0.9027188 0.0966106 0.0972812 0.9033894
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 13774 3047 2928 141080 0.8246917 0.0211411 0.1753083 0.9788589
dataset_name-Transformed_seed-42 dgcytof num-2 run0 3 CD4 T-cells CD4 T-cells 53314 1841 4985 100689 0.9144925 0.0179557 0.0855075 0.9820443
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 19109 2227 4192 135301 0.8200936 0.0161931 0.1799064 0.9838069
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 2255 1128 712 156734 0.7600270 0.0071455 0.2399730 0.9928545
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 44842 14501 4849 99165 0.9024169 0.1275755 0.0975831 0.8724245
dataset_name-Transformed_seed-42 dgcytof num-3 run0 6 NK cells NK cells 21216 4063 1879 136199 0.9186404 0.0289672 0.0813596 0.9710328
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 11924 2002 5105 144326 0.7002173 0.0136816 0.2997827 0.9863184
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 50598 1167 8545 103047 0.8555197 0.0111981 0.1444803 0.9888019
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 2170 1056 787 159344 0.7338519 0.0065835 0.2661481 0.9934165
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 42530 10049 6295 104927 0.8710701 0.0874008 0.1289299 0.9125992
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 14872 5361 2154 141414 0.8734876 0.0365253 0.1265124 0.9634747
dataset_name-Transformed_seed-42 dgcytof num-4 run0 3 CD4 T-cells CD4 T-cells 55124 3030 4908 100739 0.9182436 0.0291995 0.0817564 0.9708005
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 17696 1953 5173 138979 0.7737986 0.0138577 0.2262014 0.9861423
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1 B-cells IgM+ B-cells IgM+ 5952 2056 358 155435 0.9432647 0.0130547 0.0567353 0.9869453
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 39268 6299 7254 108317 0.8440738 0.0549574 0.1559262 0.9450426
dataset_name-Transformed_seed-42 dgcytof num-5 run0 3 CD4 T-cells CD4 T-cells 56753 4330 2469 97586 0.9583094 0.0424860 0.0416906 0.9575140
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 14829 3881 2694 139734 0.8462592 0.0270236 0.1537408 0.9729764
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 19742 2351 3267 135778 0.8580121 0.0170203 0.1419879 0.9829797
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1 B-cells IgM+ B-cells IgM+ 6075 1004 266 153793 0.9580508 0.0064859 0.0419492 0.9935141
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 14169 4148 4141 40233 0.7738394 0.0934634 0.2261606 0.9065366
dataset_name-Transformed_seed-42 lda num-1 run0 6 NK cells NK cells 8482 3291 54 50864 0.9936739 0.0607700 0.0063261 0.9392300
dataset_name-Transformed_seed-42 lda num-1 run0 7 monocytes monocytes 5796 1789 726 54380 0.8886845 0.0318503 0.1113155 0.9681497
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 603 886 310 60892 0.6604600 0.0143417 0.3395400 0.9856583
dataset_name-Transformed_seed-42 lda num-1 run0 5 DC DC 1179 583 20 60909 0.9833194 0.0094809 0.0166806 0.9905191
dataset_name-Transformed_seed-42 lda num-2 run0 4 CD8 T-cells CD8 T-cells 29130 10807 4722 64648 0.8605105 0.1432244 0.1394895 0.8567756
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 7110 3349 5604 93244 0.5592261 0.0346712 0.4407739 0.9653288
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 8605 2056 2228 96418 0.7943321 0.0208786 0.2056679 0.9791214
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 3718 766 641 104182 0.8529479 0.0072989 0.1470521 0.9927011
dataset_name-Transformed_seed-42 lda num-2 run0 3 CD4 T-cells CD4 T-cells 40772 456 3784 64295 0.9150732 0.0070424 0.0849268 0.9929576
dataset_name-Transformed_seed-42 lda num-3 run0 6 NK cells NK cells 8487 4528 75 43824 0.9912404 0.0936466 0.0087596 0.9063534
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 7211 2061 4496 43146 0.6159563 0.0455903 0.3840437 0.9544097
dataset_name-Transformed_seed-42 lda num-3 run0 7 monocytes monocytes 6263 1445 399 48807 0.9401081 0.0287551 0.0598919 0.9712449
dataset_name-Transformed_seed-42 lda num-3 run0 5 DC DC 1175 516 32 55191 0.9734880 0.0092627 0.0265120 0.9907373
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 2416 417 186 53895 0.9285165 0.0076779 0.0714835 0.9923221
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 23352 9070 5555 54520 0.8078320 0.1426325 0.1921680 0.8573675
dataset_name-Transformed_seed-42 lda num-4 run0 6 NK cells NK cells 10787 4803 236 76671 0.9785902 0.0589513 0.0214098 0.9410487
dataset_name-Transformed_seed-42 lda num-4 run0 7 monocytes monocytes 7434 2233 1613 81217 0.8217089 0.0267585 0.1782911 0.9732415
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 508 643 761 90585 0.4003152 0.0070483 0.5996848 0.9929517
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 2463 500 1033 88501 0.7045195 0.0056179 0.2954805 0.9943821
dataset_name-Transformed_seed-42 lda num-5 run0 4 CD8 T-cells CD8 T-cells 32820 19507 3376 54688 0.9067300 0.2629153 0.0932700 0.7370847
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 9111 3320 4110 93850 0.6891309 0.0341669 0.3108691 0.9658331
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 2933 1351 6900 99207 0.2982813 0.0134350 0.7017187 0.9865650
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 1110 630 1218 107433 0.4768041 0.0058299 0.5231959 0.9941701
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 148 254 225 109764 0.3967828 0.0023087 0.6032172 0.9976913
dataset_name-Transformed_seed-42 random num-1 run0 2 B-cells IgM- B-cells IgM- 421 21126 2745 141593 0.1329754 0.1298312 0.8670246 0.8701688
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 6271 14919 43663 101032 0.1255858 0.1286664 0.8744142 0.8713336
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 7536 13353 53118 91878 0.1242457 0.1268923 0.8757543 0.8731077
dataset_name-Transformed_seed-42 random num-1 run0 5 DC DC 266 20781 1634 143204 0.1400000 0.1267250 0.8600000 0.8732750
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 2958 17791 20560 124576 0.1257760 0.1249658 0.8742240 0.8750342
dataset_name-Transformed_seed-42 random num-2 run0 2 B-cells IgM- B-cells IgM- 390 20490 2577 137372 0.1314459 0.1297969 0.8685541 0.8702031
dataset_name-Transformed_seed-42 random num-2 run0 7 monocytes monocytes 2231 18322 14471 125805 0.1335768 0.1271240 0.8664232 0.8728760
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 455 19917 3166 137291 0.1256559 0.1266920 0.8743441 0.8733080
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 6110 14145 41926 98648 0.1271963 0.1254067 0.8728037 0.8745933
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 2952 17171 20349 120357 0.1266898 0.1248546 0.8733102 0.8751454
dataset_name-Transformed_seed-42 random num-3 run0 5 DC DC 257 20964 1608 140528 0.1378016 0.1298145 0.8621984 0.8701855
dataset_name-Transformed_seed-42 random num-3 run0 6 NK cells NK cells 2957 17923 20138 122339 0.1280364 0.1277823 0.8719636 0.8722177
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 455 20248 3254 139400 0.1226746 0.1268290 0.8773254 0.8731710
dataset_name-Transformed_seed-42 random num-3 run0 4 CD8 T-cells CD8 T-cells 6311 14263 43380 99403 0.1270049 0.1254817 0.8729951 0.8745183
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 7426 12996 51717 91218 0.1255601 0.1247049 0.8744399 0.8752951
dataset_name-Transformed_seed-42 random num-4 run0 2 B-cells IgM- B-cells IgM- 410 20870 2752 139769 0.1296648 0.1299186 0.8703352 0.8700814
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 790 20142 5520 137349 0.1251981 0.1278930 0.8748019 0.8721070
dataset_name-Transformed_seed-42 random num-4 run0 5 DC DC 256 20507 1595 141443 0.1383036 0.1266255 0.8616964 0.8733745
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 2165 18460 14861 128315 0.1271585 0.1257707 0.8728415 0.8742293
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 7527 12950 52505 90819 0.1253831 0.1247964 0.8746169 0.8752036
dataset_name-Transformed_seed-42 random num-5 run0 5 DC DC 266 20655 1572 138645 0.1447225 0.1296610 0.8552775 0.8703390
dataset_name-Transformed_seed-42 random num-5 run0 6 NK cells NK cells 2954 17643 20055 120486 0.1283845 0.1277284 0.8716155 0.8722716
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 7359 12937 51863 88979 0.1242613 0.1269379 0.8757387 0.8730621
dataset_name-Transformed_seed-42 random num-5 run0 1 B-cells IgM+ B-cells IgM+ 816 19596 5525 135201 0.1286863 0.1265916 0.8713137 0.8734084
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 5851 14310 40671 100306 0.1257685 0.1248517 0.8742315 0.8751483
dataset_name-flowcyt_seed-42 cyanno num-1 run0 6 ungated ungated 18883759 354994 109038 1697092 0.9942590 0.1729918 0.0057410 0.8270082
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5 T_Lymphocytes T_Lymphocytes 1075155 39653 206938 19723137 0.8385936 0.0020064 0.1614064 0.9979936
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1 B_Lymphocytes B_Lymphocytes 240994 34198 18342 20751349 0.9292732 0.0016453 0.0707268 0.9983547
dataset_name-flowcyt_seed-42 cyanno num-1 run0 2 HSPCs HSPCs 142161 29035 60635 20813052 0.7010050 0.0013931 0.2989950 0.9986069
dataset_name-flowcyt_seed-42 cyanno num-1 run0 4 Monocytes Monocytes 236342 8588 67944 20732009 0.7767101 0.0004141 0.2232899 0.9995859
dataset_name-flowcyt_seed-42 cyanno num-2 run0 6 ungated ungated 18157111 239793 97849 1760069 0.9946399 0.1199048 0.0053601 0.8800952
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5 T_Lymphocytes T_Lymphocytes 1116131 53969 127091 18957631 0.8977729 0.0028387 0.1022271 0.9971613
dataset_name-flowcyt_seed-42 cyanno num-2 run0 4 Monocytes Monocytes 265904 16217 34728 19937973 0.8844834 0.0008127 0.1155166 0.9991873
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1 B_Lymphocytes B_Lymphocytes 234653 15564 20453 19984152 0.9198255 0.0007782 0.0801745 0.9992218
dataset_name-flowcyt_seed-42 cyanno num-2 run0 2 HSPCs HSPCs 141714 13757 55647 20043704 0.7180446 0.0006859 0.2819554 0.9993141
dataset_name-flowcyt_seed-42 cyanno num-3 run0 6 ungated ungated 18691717 331729 71756 1722398 0.9961758 0.1614939 0.0038242 0.8385061
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5 T_Lymphocytes T_Lymphocytes 1122946 41796 154327 19498531 0.8791746 0.0021390 0.1208254 0.9978610
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1 B_Lymphocytes B_Lymphocytes 232620 14861 34446 20535673 0.8710206 0.0007231 0.1289794 0.9992769
dataset_name-flowcyt_seed-42 cyanno num-3 run0 4 Monocytes Monocytes 262116 11212 41577 20502695 0.8630953 0.0005466 0.1369047 0.9994534
dataset_name-flowcyt_seed-42 cyanno num-3 run0 2 HSPCs HSPCs 101133 5825 101410 20609232 0.4993162 0.0002826 0.5006838 0.9997174
dataset_name-flowcyt_seed-42 cyanno num-4 run0 6 ungated ungated 18121120 301034 154581 1697180 0.9915417 0.1506515 0.0084583 0.8493485
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5 T_Lymphocytes T_Lymphocytes 1137634 89212 125639 18921430 0.9005449 0.0046927 0.0994551 0.9953073
dataset_name-flowcyt_seed-42 cyanno num-4 run0 4 Monocytes Monocytes 254676 46698 21513 19951028 0.9221077 0.0023352 0.0778923 0.9976648
dataset_name-flowcyt_seed-42 cyanno num-4 run0 2 HSPCs HSPCs 130497 14798 58880 20069740 0.6890858 0.0007368 0.3109142 0.9992632
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1 B_Lymphocytes B_Lymphocytes 170572 5699 95382 20002262 0.6413590 0.0002848 0.3586410 0.9997152
dataset_name-flowcyt_seed-42 cyanno num-5 run0 6 ungated ungated 18556350 253529 122915 1735593 0.9934197 0.1274577 0.0065803 0.8725423
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5 T_Lymphocytes T_Lymphocytes 1133919 74521 106536 19353411 0.9141154 0.0038358 0.0858846 0.9961642
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1 B_Lymphocytes B_Lymphocytes 239873 31629 17542 20379343 0.9318532 0.0015496 0.0681468 0.9984504
dataset_name-flowcyt_seed-42 cyanno num-5 run0 2 HSPCs HSPCs 128969 10947 61415 20467056 0.6774151 0.0005346 0.3225849 0.9994654
dataset_name-flowcyt_seed-42 cyanno num-5 run0 4 Monocytes Monocytes 229454 7616 67921 20363396 0.7715982 0.0003739 0.2284018 0.9996261
dataset_name-flowcyt_seed-42 cygate num-1 run0 2 HSPCs HSPCs 136892 11177043 65904 9665044 0.6750232 0.5362727 0.3249768 0.4637273
dataset_name-flowcyt_seed-42 cygate num-1 run0 6 ungated ungated 6747924 169912 12244873 1882174 0.3552886 0.0827996 0.6447114 0.9172004
dataset_name-flowcyt_seed-42 cygate num-1 run0 5 T_Lymphocytes T_Lymphocytes 1124016 483459 158077 19279331 0.8767040 0.0244631 0.1232960 0.9755369
dataset_name-flowcyt_seed-42 cygate num-1 run0 1 B_Lymphocytes B_Lymphocytes 239764 421614 19572 20363933 0.9245303 0.0202840 0.0754697 0.9797160
dataset_name-flowcyt_seed-42 cygate num-1 run0 4 Monocytes Monocytes 252073 164205 52213 20576392 0.8284081 0.0079171 0.1715919 0.9920829
dataset_name-flowcyt_seed-42 cygate num-2 run0 6 ungated ungated 15034048 287014 3220912 1712848 0.8235596 0.1435169 0.1764404 0.8564831
dataset_name-flowcyt_seed-42 cygate num-2 run0 3 Mast_cells Mast_cells 1879 1188538 1662 19062743 0.5306411 0.0586895 0.4693589 0.9413105
dataset_name-flowcyt_seed-42 cygate num-2 run0 5 T_Lymphocytes T_Lymphocytes 1070138 743363 173084 18268237 0.8607779 0.0391005 0.1392221 0.9608995
dataset_name-flowcyt_seed-42 cygate num-2 run0 4 Monocytes Monocytes 256485 469432 44147 19484758 0.8531527 0.0235255 0.1468473 0.9764745
dataset_name-flowcyt_seed-42 cygate num-2 run0 2 HSPCs HSPCs 99039 433661 98322 19623800 0.5018165 0.0216209 0.4981835 0.9783791
dataset_name-flowcyt_seed-42 cygate num-3 run0 5 T_Lymphocytes T_Lymphocytes 1154437 3445068 122836 16095259 0.9038295 0.1763055 0.0961705 0.8236945
dataset_name-flowcyt_seed-42 cygate num-3 run0 6 ungated ungated 12859986 255624 5903487 1798503 0.6853734 0.1244441 0.3146266 0.8755559
dataset_name-flowcyt_seed-42 cygate num-3 run0 2 HSPCs HSPCs 45922 1088736 156621 19526321 0.2267272 0.0528127 0.7732728 0.9471873
dataset_name-flowcyt_seed-42 cygate num-3 run0 3 Mast_cells Mast_cells 733 609961 2819 20204087 0.2063626 0.0293053 0.7936374 0.9706947
dataset_name-flowcyt_seed-42 cygate num-3 run0 1 B_Lymphocytes B_Lymphocytes 243854 425383 23212 20125151 0.9130852 0.0206994 0.0869148 0.9793006
dataset_name-flowcyt_seed-42 cygate num-4 run0 3 Mast_cells Mast_cells 3218 3942083 203 16328411 0.9406606 0.1944739 0.0593394 0.8055261
dataset_name-flowcyt_seed-42 cygate num-4 run0 6 ungated ungated 11691830 210859 6583871 1787355 0.6397473 0.1055237 0.3602527 0.8944763
dataset_name-flowcyt_seed-42 cygate num-4 run0 2 HSPCs HSPCs 66758 1089585 122619 18994953 0.3525138 0.0542499 0.6474862 0.9457501
dataset_name-flowcyt_seed-42 cygate num-4 run0 5 T_Lymphocytes T_Lymphocytes 1148385 678687 114888 18331955 0.9090553 0.0357004 0.0909447 0.9642996
dataset_name-flowcyt_seed-42 cygate num-4 run0 1 B_Lymphocytes B_Lymphocytes 257945 517644 8009 19490317 0.9698858 0.0258719 0.0301142 0.9741281
dataset_name-flowcyt_seed-42 cygate num-5 run0 6 ungated ungated 15327844 242365 3351421 1746757 0.8205807 0.1218452 0.1794193 0.8781548
dataset_name-flowcyt_seed-42 cygate num-5 run0 3 Mast_cells Mast_cells 2143 1528710 1350 19136184 0.6135127 0.0739762 0.3864873 0.9260238
dataset_name-flowcyt_seed-42 cygate num-5 run0 5 T_Lymphocytes T_Lymphocytes 1132029 851628 108426 18576304 0.9125918 0.0438352 0.0874082 0.9561648
dataset_name-flowcyt_seed-42 cygate num-5 run0 4 Monocytes Monocytes 265140 530334 32235 19840678 0.8916015 0.0260338 0.1083985 0.9739662
dataset_name-flowcyt_seed-42 cygate num-5 run0 1 B_Lymphocytes B_Lymphocytes 246383 296590 11032 20114382 0.9571431 0.0145309 0.0428569 0.9854691
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 6 ungated ungated 18886892 764749 105905 1287337 0.9944239 0.3726691 0.0055761 0.6273309
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1 B_Lymphocytes B_Lymphocytes 238450 174308 20886 20611239 0.9194636 0.0083860 0.0805364 0.9916140
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5 T_Lymphocytes T_Lymphocytes 927766 52692 354327 19710098 0.7236339 0.0026662 0.2763661 0.9973338
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 4 Monocytes Monocytes 1 10 304285 20740587 0.0000033 0.0000005 0.9999967 0.9999995
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 2 HSPCs HSPCs 0 9 202796 20842078 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 6 ungated ungated 18254960 1878575 0 121287 1.0000000 0.9393523 0.0000000 0.0606477
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 254239 19879296 0.0033986 0.0060211 0.9966014 0.9939789
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 2 HSPCs HSPCs 0 0 197361 20057461 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 3 Mast_cells Mast_cells 0 0 3541 20251281 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 4 Monocytes Monocytes 0 0 300632 19954190 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 6 ungated ungated 18763471 1932840 2 121287 0.9999999 0.9409545 0.0000001 0.0590455
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 266199 20430114 0.0032464 0.0058597 0.9967536 0.9941403
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5 T_Lymphocytes T_Lymphocytes 0 2 1277273 19540325 0.0000000 0.0000001 1.0000000 0.9999999
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 2 HSPCs HSPCs 0 0 202543 20615057 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 3 Mast_cells Mast_cells 0 0 3552 20814048 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 6 ungated ungated 18275701 1876927 0 121287 1.0000000 0.9393023 0.0000000 0.0606977
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 265087 19887541 0.0032600 0.0060186 0.9967400 0.9939814
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 2 HSPCs HSPCs 0 0 189377 20084538 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 3 Mast_cells Mast_cells 0 0 3421 20270494 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 4 Monocytes Monocytes 0 0 276189 19997726 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 6 ungated ungated 18018992 197053 660273 1792069 0.9646521 0.0990653 0.0353479 0.9009347
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 1 B_Lymphocytes B_Lymphocytes 251049 411184 6366 19999788 0.9752695 0.0201452 0.0247305 0.9798548
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 4 Monocytes Monocytes 270275 209947 27100 20161065 0.9088693 0.0103062 0.0911307 0.9896938
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5 T_Lymphocytes T_Lymphocytes 1092892 162837 147563 19265095 0.8810412 0.0083816 0.1189588 0.9916184
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 2 HSPCs HSPCs 40719 13439 149665 20464564 0.2138783 0.0006563 0.7861217 0.9993437
dataset_name-flowcyt_seed-42 lda num-1 run0 6 ungated ungated 17587834 455185 1044025 1246723 0.9439656 0.2674557 0.0560344 0.7325443
dataset_name-flowcyt_seed-42 lda num-1 run0 5 T_Lymphocytes T_Lymphocytes 713828 404005 264436 18951498 0.7296885 0.0208729 0.2703115 0.9791271
dataset_name-flowcyt_seed-42 lda num-1 run0 1 B_Lymphocytes B_Lymphocytes 213150 417242 24278 19679097 0.8977458 0.0207621 0.1022542 0.9792379
dataset_name-flowcyt_seed-42 lda num-1 run0 2 HSPCs HSPCs 114033 122954 75358 20021422 0.6021036 0.0061036 0.3978964 0.9938964
dataset_name-flowcyt_seed-42 lda num-1 run0 4 Monocytes Monocytes 184402 114722 108891 19925752 0.6287296 0.0057245 0.3712704 0.9942755
dataset_name-flowcyt_seed-42 lda num-2 run0 6 ungated ungated 16757968 368684 1288954 1522157 0.9285776 0.1949841 0.0714224 0.8050159
dataset_name-flowcyt_seed-42 lda num-2 run0 5 T_Lymphocytes T_Lymphocytes 1034662 730783 147547 18024771 0.8751938 0.0389636 0.1248062 0.9610364
dataset_name-flowcyt_seed-42 lda num-2 run0 1 B_Lymphocytes B_Lymphocytes 142116 262795 73814 19459038 0.6581577 0.0133251 0.3418423 0.9866749
dataset_name-flowcyt_seed-42 lda num-2 run0 4 Monocytes Monocytes 221260 175866 76156 19464481 0.7439411 0.0089543 0.2560589 0.9910457
dataset_name-flowcyt_seed-42 lda num-2 run0 2 HSPCs HSPCs 105301 122923 86444 19623095 0.5491721 0.0062252 0.4508279 0.9937748
dataset_name-flowcyt_seed-42 lda num-3 run0 6 ungated ungated 17279493 405869 1330326 1538991 0.9285148 0.2086880 0.0714852 0.7913120
dataset_name-flowcyt_seed-42 lda num-3 run0 5 T_Lymphocytes T_Lymphocytes 1027011 745363 167788 18614517 0.8595680 0.0385004 0.1404320 0.9614996
dataset_name-flowcyt_seed-42 lda num-3 run0 1 B_Lymphocytes B_Lymphocytes 197030 348142 52832 19956675 0.7885553 0.0171458 0.2114447 0.9828542
dataset_name-flowcyt_seed-42 lda num-3 run0 4 Monocytes Monocytes 216730 150128 79661 20108160 0.7312300 0.0074107 0.2687700 0.9925893
dataset_name-flowcyt_seed-42 lda num-3 run0 2 HSPCs HSPCs 81093 100649 119176 20253761 0.4049204 0.0049448 0.5950796 0.9950552
dataset_name-flowcyt_seed-42 lda num-4 run0 6 ungated ungated 16676981 278692 1341135 1634619 0.9255674 0.1456595 0.0744326 0.8543405
dataset_name-flowcyt_seed-42 lda num-4 run0 5 T_Lymphocytes T_Lymphocytes 1053594 640197 160457 18077179 0.8678334 0.0342034 0.1321666 0.9657966
dataset_name-flowcyt_seed-42 lda num-4 run0 1 B_Lymphocytes B_Lymphocytes 233592 390244 12522 19295069 0.9491211 0.0198241 0.0508789 0.9801759
dataset_name-flowcyt_seed-42 lda num-4 run0 4 Monocytes Monocytes 242557 233103 28680 19427087 0.8942622 0.0118566 0.1057378 0.9881434
dataset_name-flowcyt_seed-42 lda num-4 run0 2 HSPCs HSPCs 88995 87788 89497 19665147 0.4985938 0.0044443 0.5014062 0.9955557
dataset_name-flowcyt_seed-42 lda num-5 run0 6 ungated ungated 17093600 365224 1390529 1494305 0.9247717 0.1964067 0.0752283 0.8035933
dataset_name-flowcyt_seed-42 lda num-5 run0 5 T_Lymphocytes T_Lymphocytes 1042349 889582 127800 18283927 0.8907831 0.0463964 0.1092169 0.9536036
dataset_name-flowcyt_seed-42 lda num-5 run0 1 B_Lymphocytes B_Lymphocytes 173728 329309 44147 19796474 0.7973746 0.0163625 0.2026254 0.9836375
dataset_name-flowcyt_seed-42 lda num-5 run0 4 Monocytes Monocytes 194786 119496 94093 19935283 0.6742823 0.0059585 0.3257177 0.9940415
dataset_name-flowcyt_seed-42 lda num-5 run0 2 HSPCs HSPCs 64464 65198 114688 20099308 0.3598285 0.0032333 0.6401715 0.9967667
dataset_name-flowcyt_seed-42 random num-1 run0 1 B_Lymphocytes B_Lymphocytes 42778 3475074 216558 17310473 0.1649520 0.1671870 0.8350480 0.8328130
dataset_name-flowcyt_seed-42 random num-1 run0 6 ungated ungated 3167175 343028 15825622 1709058 0.1667566 0.1671606 0.8332434 0.8328394
dataset_name-flowcyt_seed-42 random num-1 run0 5 T_Lymphocytes T_Lymphocytes 213833 3301474 1068260 16461316 0.1667843 0.1670551 0.8332157 0.8329449
dataset_name-flowcyt_seed-42 random num-1 run0 3 Mast_cells Mast_cells 594 3505219 2981 17536089 0.1661538 0.1665875 0.8338462 0.8334125
dataset_name-flowcyt_seed-42 random num-1 run0 2 HSPCs HSPCs 33939 3465024 168857 17377063 0.1673554 0.1662513 0.8326446 0.8337487
dataset_name-flowcyt_seed-42 random num-2 run0 1 B_Lymphocytes B_Lymphocytes 42073 3343576 213033 16656140 0.1649236 0.1671812 0.8350764 0.8328188
dataset_name-flowcyt_seed-42 random num-2 run0 6 ungated ungated 3044207 334338 15210753 1665524 0.1667605 0.1671805 0.8332395 0.8328195
dataset_name-flowcyt_seed-42 random num-2 run0 5 T_Lymphocytes T_Lymphocytes 207367 3175950 1035855 15835650 0.1667980 0.1670533 0.8332020 0.8329467
dataset_name-flowcyt_seed-42 random num-2 run0 3 Mast_cells Mast_cells 586 3373958 2955 16877323 0.1654900 0.1666047 0.8345100 0.8333953
dataset_name-flowcyt_seed-42 random num-2 run0 2 HSPCs HSPCs 32995 3334670 164366 16722791 0.1671810 0.1662558 0.8328190 0.8337442
dataset_name-flowcyt_seed-42 random num-3 run0 1 B_Lymphocytes B_Lymphocytes 44086 3435691 222980 17114843 0.1650753 0.1671826 0.8349247 0.8328174
dataset_name-flowcyt_seed-42 random num-3 run0 6 ungated ungated 3128929 343363 15634544 1710764 0.1667564 0.1671576 0.8332436 0.8328424
dataset_name-flowcyt_seed-42 random num-3 run0 5 T_Lymphocytes T_Lymphocytes 213050 3264256 1064223 16276071 0.1668007 0.1670523 0.8331993 0.8329477
dataset_name-flowcyt_seed-42 random num-3 run0 3 Mast_cells Mast_cells 588 3467552 2964 17346496 0.1655405 0.1665967 0.8344595 0.8334033
dataset_name-flowcyt_seed-42 random num-3 run0 2 HSPCs HSPCs 33864 3427254 168679 17187803 0.1671941 0.1662500 0.8328059 0.8337500
dataset_name-flowcyt_seed-42 random num-4 run0 6 ungated ungated 3047676 334080 15228025 1664134 0.1667611 0.1671893 0.8332389 0.8328107
dataset_name-flowcyt_seed-42 random num-4 run0 1 B_Lymphocytes B_Lymphocytes 43928 3344962 222026 16662999 0.1651714 0.1671816 0.8348286 0.8328184
dataset_name-flowcyt_seed-42 random num-4 run0 5 T_Lymphocytes T_Lymphocytes 210741 3175781 1052532 15834861 0.1668214 0.1670528 0.8331786 0.8329472
dataset_name-flowcyt_seed-42 random num-4 run0 3 Mast_cells Mast_cells 563 3377182 2858 16893312 0.1645718 0.1666058 0.8354282 0.8333942
dataset_name-flowcyt_seed-42 random num-4 run0 2 HSPCs HSPCs 31702 3339022 157675 16745516 0.1674015 0.1662484 0.8325985 0.8337516
dataset_name-flowcyt_seed-42 random num-5 run0 6 ungated ungated 3115022 332607 15564243 1656515 0.1667636 0.1672130 0.8332364 0.8327870
dataset_name-flowcyt_seed-42 random num-5 run0 1 B_Lymphocytes B_Lymphocytes 42455 3412379 214960 16998593 0.1649282 0.1671836 0.8350718 0.8328164
dataset_name-flowcyt_seed-42 random num-5 run0 5 T_Lymphocytes T_Lymphocytes 206921 3245333 1033534 16182599 0.1668106 0.1670447 0.8331894 0.8329553
dataset_name-flowcyt_seed-42 random num-5 run0 3 Mast_cells Mast_cells 577 3442858 2916 17222036 0.1651875 0.1666042 0.8348125 0.8333958
dataset_name-flowcyt_seed-42 random num-5 run0 2 HSPCs HSPCs 31878 3404340 158506 17073663 0.1674405 0.1662437 0.8325595 0.8337563

Plots

Note: Runtime scatter plots skipped because performances.tsv was not found.

Outputs

file
f1_macro_by_crossvalidation.tsv
f1_weighted_by_crossvalidation.tsv
f1_macro_summary_by_model.tsv
f1_weighted_summary_by_model.tsv
run_metrics.tsv
per_population_summary.tsv
per_population_stability.tsv
per_population_confusion.tsv
rare_population_buckets.tsv
dataset_context.tsv
dominant_errors_fnr.tsv
dominant_errors_fpr.tsv
samples_vs_f1_macro.tsv
samples_vs_f1_weighted.tsv